Mean State

Mean State
All Models
Data Information

	Download Data	Period Mean (original grids) [d]	Model Period Mean (intersection) [d]	Benchmark Period Mean (intersection) [d]	Bias [d]	RMSE [d]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.137
ACCESS-CM2_BARPA	[-]	0.251	0.251	0.137	0.114	0.172	1.07	0.649	0.650	0.866	0.960	0.755
ACCESS-CM2_CCAM	[-]	0.246	0.247	0.137	0.110	0.192	1.12	0.624	0.586	0.866	0.949	0.723
ACCESS-CM2_CMIP6	[-]	0.244	0.244	0.139	0.105	0.184	0.775	0.619	0.529	0.925	0.921	0.705
ACCESS-ESM1-5_BARPA	[-]	0.214	0.214	0.137	0.0768	0.144	1.75	0.745	0.693	0.755	0.975	0.772
ACCESS-ESM1-5_CCAM	[-]	0.227	0.228	0.137	0.0904	0.179	1.19	0.684	0.632	0.848	0.943	0.748
ACCESS-ESM1-5_CMIP6	[-]	0.250	0.250	0.135	0.115	0.192	1.85	0.592	0.561	0.726	0.913	0.671
CESM2_BARPA	[-]	0.235	0.235	0.137	0.0974	0.158	1.74	0.733	0.699	0.738	0.933	0.761
CESM2_CCAM	[-]	0.156	0.157	0.137	0.0198	0.134	1.16	0.863	0.706	0.864	0.970	0.821
CESM2_CMIP6	[-]	0.271	0.271	0.136	0.135	0.191	1.19	0.670	0.629	0.841	0.745	0.703
CMCC-ESM2_BARPA	[-]	0.229	0.229	0.137	0.0918	0.157	1.85	0.726	0.674	0.711	0.959	0.749
CMCC-ESM2_CCAM	[-]	0.282	0.283	0.137	0.145	0.233	1.65	0.597	0.568	0.752	0.932	0.683
CMCC-ESM2_CMIP6	[-]	0.224	0.224	0.136	0.0875	0.180	1.96	0.717	0.568	0.686	0.827	0.673
CNRM-ESM2-1_CCAM	[-]	0.228	0.229	0.137	0.0917	0.198	1.32	0.652	0.595	0.819	0.892	0.710
CNRM-ESM2-1_CMIP6	[-]	0.119	0.119	0.138	-0.0186	0.0970	0.971	0.894	0.750	0.884	0.982	0.852
EC-Earth3_BARPA	[-]	0.147	0.147	0.137	0.00958	0.118	1.74	0.867	0.724	0.744	0.951	0.802
EC-Earth3_CCAM	[-]	0.164	0.165	0.137	0.0280	0.180	1.56	0.745	0.625	0.778	0.894	0.733
EC-Earth3_CMIP6	[-]	0.0964	0.0964	0.137	-0.0405	0.148	1.58	0.761	0.645	0.767	0.880	0.740
ERA5_BARPA	[-]	0.246	0.245	0.137	0.108	0.155	1.26	0.681	0.692	0.824	0.961	0.770
ERA5_CCAM	[-]	0.240	0.240	0.137	0.103	0.167	1.19	0.666	0.659	0.837	0.947	0.754
MPI-ESM1-2-HR_BARPA	[-]	0.164	0.164	0.137	0.0263	0.112	1.18	0.854	0.738	0.841	0.977	0.830
MPI-ESM1-2-HR_CMIP6	[-]	0.0527	0.0527	0.135	-0.0824	0.125	1.51	0.800	0.757	0.773	0.752	0.768
NorESM2-MM_BARPA	[-]	0.309	0.309	0.137	0.172	0.232	1.66	0.537	0.575	0.760	0.917	0.673
NorESM2-MM_CCAM	[-]	0.326	0.326	0.137	0.189	0.266	1.27	0.512	0.538	0.844	0.924	0.671
NorESM2-MM_CMIP6	[-]	0.348	0.348	0.136	0.212	0.272	1.33	0.512	0.528	0.820	0.685	0.615

	Download Data	Period Mean (original grids) [d]	Model Period Mean (intersection) [d]	Benchmark Period Mean (intersection) [d]	Bias [d]	RMSE [d]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.296
ACCESS-CM2_BARPA	[-]	0.445	0.443	0.296	0.147	0.232	0.594	0.770	0.744	0.953	0.969	0.846
ACCESS-CM2_CCAM	[-]	0.429	0.428	0.296	0.132	0.230	0.580	0.790	0.732	0.952	0.985	0.850
ACCESS-CM2_CMIP6	[-]	0.528	0.528	0.307	0.221	0.367	0.676	0.653	0.576	0.955	0.949	0.760
ACCESS-ESM1-5_BARPA	[-]	0.389	0.388	0.296	0.0919	0.187	0.867	0.837	0.773	0.918	0.928	0.854
ACCESS-ESM1-5_CCAM	[-]	0.446	0.446	0.296	0.150	0.250	0.660	0.763	0.736	0.946	0.956	0.837
ACCESS-ESM1-5_CMIP6	[-]	0.519	0.519	0.295	0.224	0.326	1.24	0.633	0.642	0.813	0.951	0.747
CESM2_BARPA	[-]	0.419	0.417	0.296	0.121	0.203	0.546	0.809	0.777	0.951	0.992	0.870
CESM2_CCAM	[-]	0.246	0.246	0.296	-0.0504	0.187	0.643	0.886	0.764	0.934	0.693	0.813
CESM2_CMIP6	[-]	0.536	0.536	0.299	0.237	0.316	0.539	0.659	0.699	0.943	0.733	0.752
CMCC-ESM2_BARPA	[-]	0.376	0.375	0.296	0.0791	0.177	0.659	0.865	0.777	0.941	0.990	0.881
CMCC-ESM2_CCAM	[-]	0.456	0.455	0.296	0.159	0.261	1.73	0.759	0.724	0.737	0.987	0.793
CMCC-ESM2_CMIP6	[-]	0.464	0.464	0.299	0.165	0.320	3.45	0.759	0.620	0.419	0.729	0.630
CNRM-ESM2-1_CCAM	[-]	0.338	0.337	0.296	0.0410	0.192	0.876	0.859	0.760	0.907	0.823	0.829
CNRM-ESM2-1_CMIP6	[-]	0.266	0.266	0.290	-0.0235	0.176	0.482	0.897	0.730	0.968	0.988	0.877
EC-Earth3_BARPA	[-]	0.232	0.232	0.296	-0.0638	0.202	0.676	0.885	0.752	0.950	0.622	0.797
EC-Earth3_CCAM	[-]	0.228	0.228	0.296	-0.0684	0.225	1.07	0.862	0.734	0.859	0.870	0.820
EC-Earth3_CMIP6	[-]	0.0993	0.0993	0.299	-0.200	0.275	1.05	0.727	0.734	0.877	0.444	0.700
ERA5_BARPA	[-]	0.427	0.426	0.296	0.130	0.186	0.632	0.792	0.805	0.929	0.982	0.869
ERA5_CCAM	[-]	0.453	0.452	0.296	0.156	0.209	0.844	0.760	0.805	0.884	0.989	0.853
MPI-ESM1-2-HR_BARPA	[-]	0.230	0.228	0.296	-0.0675	0.182	0.745	0.900	0.774	0.941	0.741	0.832
MPI-ESM1-2-HR_CMIP6	[-]	0.0841	0.0841	0.303	-0.218	0.277	0.798	0.690	0.753	0.940	0.398	0.702
NorESM2-MM_BARPA	[-]	0.547	0.544	0.296	0.248	0.328	0.874	0.655	0.696	0.923	0.967	0.798
NorESM2-MM_CCAM	[-]	0.539	0.537	0.296	0.241	0.309	0.789	0.659	0.731	0.933	0.987	0.817
NorESM2-MM_CMIP6	[-]	0.687	0.687	0.299	0.388	0.453	0.888	0.504	0.654	0.912	0.641	0.675

	Download Data	Period Mean (original grids) [d]	Model Period Mean (intersection) [d]	Benchmark Period Mean (intersection) [d]	Bias [d]	RMSE [d]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.292
ACCESS-CM2_BARPA	[-]	0.415	0.415	0.292	0.123	0.254	1.82	0.731	0.724	0.729	0.839	0.778
ACCESS-CM2_CCAM	[-]	0.446	0.444	0.292	0.153	0.240	1.20	0.724	0.733	0.840	0.955	0.821
ACCESS-CM2_CMIP6	[-]	0.464	0.464	0.302	0.162	0.267	0.734	0.670	0.629	0.929	0.986	0.786
ACCESS-ESM1-5_BARPA	[-]	0.413	0.412	0.292	0.121	0.255	2.43	0.732	0.743	0.629	0.885	0.760
ACCESS-ESM1-5_CCAM	[-]	0.574	0.572	0.292	0.280	0.344	1.11	0.589	0.718	0.850	0.968	0.755
ACCESS-ESM1-5_CMIP6	[-]	0.472	0.472	0.270	0.201	0.328	1.98	0.614	0.585	0.709	0.897	0.635
CESM2_BARPA	[-]	0.429	0.427	0.292	0.135	0.297	3.00	0.752	0.683	0.512	0.978	0.715
CESM2_CCAM	[-]	0.339	0.338	0.292	0.0466	0.220	1.61	0.838	0.726	0.769	0.969	0.799
CESM2_CMIP6	[-]	0.670	0.670	0.291	0.379	0.442	2.04	0.508	0.650	0.661	0.544	0.575
CMCC-ESM2_BARPA	[-]	0.385	0.383	0.292	0.0910	0.262	3.27	0.800	0.695	0.453	0.963	0.719
CMCC-ESM2_CCAM	[-]	0.515	0.512	0.292	0.221	0.331	4.13	0.675	0.666	0.299	0.911	0.624
CMCC-ESM2_CMIP6	[-]	0.669	0.669	0.291	0.377	0.519	4.87	0.549	0.505	0.158	0.440	0.381
CNRM-ESM2-1_CCAM	[-]	0.417	0.417	0.292	0.125	0.265	1.68	0.717	0.698	0.776	0.888	0.776
CNRM-ESM2-1_CMIP6	[-]	0.255	0.255	0.281	-0.0255	0.219	1.34	0.840	0.629	0.874	0.942	0.755
EC-Earth3_BARPA	[-]	0.306	0.304	0.292	0.0119	0.209	1.61	0.852	0.733	0.759	0.848	0.813
EC-Earth3_CCAM	[-]	0.358	0.356	0.292	0.0645	0.197	2.34	0.847	0.745	0.625	0.985	0.785
EC-Earth3_CMIP6	[-]	0.189	0.189	0.285	-0.0962	0.185	2.75	0.835	0.766	0.529	0.932	0.731
ERA5_BARPA	[-]	0.434	0.431	0.292	0.139	0.260	2.74	0.733	0.718	0.564	0.903	0.745
ERA5_CCAM	[-]	0.529	0.526	0.292	0.235	0.293	2.59	0.644	0.739	0.576	0.966	0.735
MPI-ESM1-2-HR_BARPA	[-]	0.240	0.239	0.292	-0.0525	0.212	2.82	0.862	0.747	0.530	0.607	0.737
MPI-ESM1-2-HR_CMIP6	[-]	0.0731	0.0731	0.297	-0.224	0.252	1.60	0.663	0.809	0.747	0.459	0.698
NorESM2-MM_BARPA	[-]	0.513	0.510	0.292	0.219	0.330	2.71	0.643	0.675	0.560	0.956	0.698
NorESM2-MM_CCAM	[-]	0.559	0.558	0.292	0.267	0.348	1.89	0.592	0.685	0.727	0.953	0.738
NorESM2-MM_CMIP6	[-]	0.737	0.737	0.291	0.446	0.497	1.52	0.434	0.642	0.803	0.507	0.572

	Download Data	Period Mean (original grids) [d]	Model Period Mean (intersection) [d]	Benchmark Period Mean (intersection) [d]	Bias [d]	RMSE [d]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.0307
ACCESS-CM2_BARPA	[-]	0.117	0.117	0.0307	0.0863	0.113	1.85	0.582	0.645	0.721	0.664	0.656
ACCESS-CM2_CCAM	[-]	0.226	0.228	0.0307	0.198	0.304	1.57	0.316	0.285	0.786	0.398	0.445
ACCESS-CM2_CMIP6	[-]	0.105	0.105	0.0324	0.0727	0.129	1.02	0.494	0.398	0.876	0.804	0.588
ACCESS-ESM1-5_BARPA	[-]	0.107	0.107	0.0307	0.0762	0.107	1.41	0.626	0.634	0.806	0.674	0.680
ACCESS-ESM1-5_CCAM	[-]	0.235	0.238	0.0307	0.207	0.314	1.64	0.315	0.275	0.763	0.293	0.400
ACCESS-ESM1-5_CMIP6	[-]	0.0804	0.0804	0.0353	0.0452	0.0872	1.81	0.640	0.512	0.727	0.717	0.639
CESM2_BARPA	[-]	0.0873	0.0871	0.0307	0.0565	0.0846	1.92	0.706	0.691	0.714	0.750	0.715
CESM2_CCAM	[-]	0.0708	0.0729	0.0307	0.0422	0.0989	1.84	0.799	0.651	0.741	0.579	0.676
CESM2_CMIP6	[-]	0.0521	0.0521	0.0329	0.0192	0.0572	1.61	0.843	0.670	0.782	0.756	0.756
CMCC-ESM2_BARPA	[-]	0.0746	0.0745	0.0307	0.0439	0.0740	1.87	0.758	0.698	0.713	0.861	0.743
CMCC-ESM2_CCAM	[-]	0.263	0.268	0.0307	0.237	0.391	1.47	0.278	0.204	0.789	0.228	0.379
CMCC-ESM2_CMIP6	[-]	0.169	0.169	0.0329	0.136	0.274	1.79	0.332	0.159	0.722	0.397	0.370
CNRM-ESM2-1_CCAM	[-]	0.305	0.308	0.0307	0.278	0.419	1.54	0.221	0.191	0.780	0.261	0.360
CNRM-ESM2-1_CMIP6	[-]	0.0239	0.0239	0.0334	-0.00947	0.0505	1.82	0.867	0.705	0.724	0.913	0.790
EC-Earth3_BARPA	[-]	0.0825	0.0822	0.0307	0.0516	0.0900	1.46	0.729	0.650	0.800	0.827	0.721
EC-Earth3_CCAM	[-]	0.241	0.245	0.0307	0.215	0.354	1.60	0.321	0.231	0.767	0.228	0.381
EC-Earth3_CMIP6	[-]	0.119	0.119	0.0318	0.0868	0.190	1.71	0.498	0.297	0.743	0.663	0.520
ERA5_BARPA	[-]	0.109	0.108	0.0307	0.0775	0.110	1.50	0.621	0.618	0.789	0.688	0.667
ERA5_CCAM	[-]	0.244	0.248	0.0307	0.217	0.314	1.59	0.301	0.292	0.771	0.251	0.397
MPI-ESM1-2-HR_BARPA	[-]	0.0724	0.0725	0.0307	0.0418	0.0833	1.43	0.773	0.654	0.795	0.864	0.750
MPI-ESM1-2-HR_CMIP6	[-]	0.00973	0.00973	0.0332	-0.0234	0.0459	1.89	0.844	0.760	0.707	0.323	0.684
NorESM2-MM_BARPA	[-]	0.149	0.149	0.0307	0.118	0.151	2.58	0.466	0.544	0.568	0.738	0.573
NorESM2-MM_CCAM	[-]	0.268	0.272	0.0307	0.241	0.351	1.58	0.270	0.250	0.773	0.205	0.361
NorESM2-MM_CMIP6	[-]	0.0642	0.0642	0.0329	0.0314	0.0693	1.58	0.754	0.607	0.769	0.752	0.712

	Download Data	Period Mean (original grids) [d]	Model Period Mean (intersection) [d]	Benchmark Period Mean (intersection) [d]	Bias [d]	RMSE [d]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.474
ACCESS-CM2_BARPA	[-]	0.649	0.644	0.474	0.171	0.265	0.902	0.791	0.792	0.922	0.994	0.865
ACCESS-CM2_CCAM	[-]	0.555	0.551	0.474	0.0778	0.217	0.859	0.878	0.787	0.914	0.994	0.882
ACCESS-CM2_CMIP6	[-]	0.732	0.732	0.472	0.260	0.369	0.811	0.673	0.693	0.935	0.959	0.801
ACCESS-ESM1-5_BARPA	[-]	0.554	0.550	0.474	0.0760	0.259	2.15	0.875	0.737	0.696	0.973	0.811
ACCESS-ESM1-5_CCAM	[-]	0.465	0.461	0.474	-0.0121	0.230	0.833	0.913	0.772	0.914	0.988	0.883
ACCESS-ESM1-5_CMIP6	[-]	0.728	0.728	0.488	0.240	0.422	2.76	0.694	0.654	0.583	0.987	0.721
CESM2_BARPA	[-]	0.672	0.668	0.474	0.194	0.334	1.60	0.769	0.714	0.772	0.991	0.801
CESM2_CCAM	[-]	0.371	0.367	0.474	-0.107	0.269	0.951	0.875	0.747	0.903	0.981	0.862
CESM2_CMIP6	[-]	0.866	0.866	0.480	0.386	0.506	2.60	0.578	0.644	0.578	0.863	0.663
CMCC-ESM2_BARPA	[-]	0.642	0.637	0.474	0.164	0.306	1.67	0.798	0.721	0.758	0.994	0.807
CMCC-ESM2_CCAM	[-]	0.622	0.618	0.474	0.144	0.298	0.996	0.816	0.729	0.873	0.992	0.839
CMCC-ESM2_CMIP6	[-]	0.626	0.626	0.480	0.146	0.286	1.15	0.834	0.729	0.832	0.830	0.798
CNRM-ESM2-1_CCAM	[-]	0.385	0.381	0.474	-0.0921	0.220	0.707	0.886	0.794	0.928	0.905	0.869
CNRM-ESM2-1_CMIP6	[-]	0.409	0.409	0.475	-0.0660	0.217	0.391	0.901	0.761	0.970	0.996	0.891
EC-Earth3_BARPA	[-]	0.374	0.370	0.474	-0.103	0.294	1.73	0.882	0.713	0.747	0.887	0.797
EC-Earth3_CCAM	[-]	0.273	0.271	0.474	-0.203	0.337	1.25	0.784	0.724	0.859	0.908	0.808
EC-Earth3_CMIP6	[-]	0.220	0.220	0.481	-0.261	0.354	0.738	0.710	0.727	0.933	0.880	0.803
ERA5_BARPA	[-]	0.614	0.609	0.474	0.136	0.236	1.02	0.826	0.787	0.873	0.989	0.860
ERA5_CCAM	[-]	0.504	0.501	0.474	0.0271	0.174	0.661	0.902	0.832	0.938	0.986	0.905
MPI-ESM1-2-HR_BARPA	[-]	0.480	0.476	0.474	0.00251	0.216	0.772	0.904	0.780	0.915	0.958	0.877
MPI-ESM1-2-HR_CMIP6	[-]	0.214	0.214	0.470	-0.256	0.323	0.423	0.708	0.767	0.972	0.717	0.788
NorESM2-MM_BARPA	[-]	0.755	0.750	0.474	0.276	0.360	1.99	0.696	0.748	0.705	0.965	0.775
NorESM2-MM_CCAM	[-]	0.675	0.669	0.474	0.196	0.343	1.60	0.769	0.703	0.806	0.978	0.802
NorESM2-MM_CMIP6	[-]	0.954	0.954	0.480	0.474	0.549	2.82	0.507	0.670	0.521	0.895	0.651

	Download Data	Period Mean (original grids) [d]	Model Period Mean (intersection) [d]	Benchmark Period Mean (intersection) [d]	Bias [d]	RMSE [d]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.0622
ACCESS-CM2_BARPA	[-]	0.171	0.171	0.0622	0.109	0.155	0.828	0.616	0.607	0.907	0.774	0.712
ACCESS-CM2_CCAM	[-]	0.155	0.155	0.0622	0.0924	0.142	1.04	0.631	0.609	0.880	0.944	0.757
ACCESS-CM2_CMIP6	[-]	0.151	0.151	0.0623	0.0888	0.152	0.654	0.604	0.509	0.947	0.795	0.689
ACCESS-ESM1-5_BARPA	[-]	0.133	0.132	0.0622	0.0702	0.115	1.87	0.748	0.689	0.738	0.786	0.734
ACCESS-ESM1-5_CCAM	[-]	0.119	0.118	0.0622	0.0562	0.101	1.16	0.748	0.695	0.855	0.933	0.794
ACCESS-ESM1-5_CMIP6	[-]	0.181	0.181	0.0654	0.116	0.162	1.72	0.526	0.550	0.754	0.772	0.635
CESM2_BARPA	[-]	0.143	0.143	0.0622	0.0807	0.121	1.75	0.727	0.693	0.732	0.712	0.708
CESM2_CCAM	[-]	0.0785	0.0783	0.0622	0.0161	0.0824	0.987	0.892	0.726	0.897	0.972	0.859
CESM2_CMIP6	[-]	0.166	0.166	0.0646	0.101	0.144	0.844	0.634	0.600	0.901	0.638	0.689
CMCC-ESM2_BARPA	[-]	0.157	0.157	0.0622	0.0947	0.142	1.92	0.679	0.640	0.693	0.707	0.682
CMCC-ESM2_CCAM	[-]	0.168	0.168	0.0622	0.106	0.150	1.64	0.626	0.624	0.751	0.756	0.691
CMCC-ESM2_CMIP6	[-]	0.0917	0.0917	0.0646	0.0272	0.0870	1.90	0.820	0.657	0.692	0.957	0.778
CNRM-ESM2-1_CCAM	[-]	0.129	0.129	0.0622	0.0663	0.116	1.36	0.707	0.653	0.807	0.926	0.771
CNRM-ESM2-1_CMIP6	[-]	0.0441	0.0441	0.0591	-0.0150	0.0558	0.792	0.916	0.782	0.915	0.914	0.877
EC-Earth3_BARPA	[-]	0.0770	0.0769	0.0622	0.0147	0.0784	1.98	0.905	0.742	0.699	0.981	0.823
EC-Earth3_CCAM	[-]	0.0654	0.0655	0.0622	0.00321	0.0860	1.65	0.843	0.705	0.762	0.707	0.774
EC-Earth3_CMIP6	[-]	0.0270	0.0270	0.0633	-0.0363	0.0815	1.64	0.842	0.721	0.757	0.508	0.717
ERA5_BARPA	[-]	0.163	0.162	0.0622	0.0999	0.133	1.16	0.658	0.680	0.841	0.715	0.722
ERA5_CCAM	[-]	0.131	0.131	0.0622	0.0685	0.0995	1.09	0.718	0.719	0.854	0.927	0.793
MPI-ESM1-2-HR_BARPA	[-]	0.0943	0.0941	0.0622	0.0318	0.0769	1.12	0.870	0.756	0.853	0.921	0.847
MPI-ESM1-2-HR_CMIP6	[-]	0.0162	0.0162	0.0632	-0.0470	0.0790	1.72	0.831	0.760	0.730	0.403	0.699
NorESM2-MM_BARPA	[-]	0.220	0.220	0.0622	0.158	0.212	1.36	0.498	0.525	0.822	0.689	0.619
NorESM2-MM_CCAM	[-]	0.222	0.221	0.0622	0.159	0.209	1.13	0.507	0.559	0.871	0.625	0.641
NorESM2-MM_CMIP6	[-]	0.255	0.255	0.0646	0.191	0.252	1.10	0.429	0.446	0.865	0.401	0.535

	Download Data	Period Mean (original grids) [d]	Model Period Mean (intersection) [d]	Benchmark Period Mean (intersection) [d]	Bias [d]	RMSE [d]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.783
ACCESS-CM2_BARPA	[-]	0.901	0.902	0.783	0.119	0.336	1.98	0.849	0.769	0.711	0.842	0.776
ACCESS-CM2_CCAM	[-]	0.770	0.780	0.783	-0.00341	0.257	1.71	0.906	0.802	0.773	0.993	0.843
ACCESS-CM2_CMIP6	[-]	0.975	0.975	0.741	0.234	0.402	1.71	0.766	0.697	0.784	0.832	0.706
ACCESS-ESM1-5_BARPA	[-]	0.832	0.834	0.783	0.0506	0.324	2.51	0.877	0.759	0.603	0.878	0.778
ACCESS-ESM1-5_CCAM	[-]	0.805	0.814	0.783	0.0308	0.295	2.12	0.891	0.778	0.682	0.973	0.814
ACCESS-ESM1-5_CMIP6	[-]	1.05	1.05	0.758	0.292	0.456	3.21	0.714	0.675	0.467	0.985	0.629
CESM2_BARPA	[-]	0.985	0.988	0.783	0.205	0.419	2.48	0.811	0.726	0.620	0.840	0.740
CESM2_CCAM	[-]	0.711	0.726	0.783	-0.0575	0.365	1.57	0.866	0.738	0.782	0.877	0.798
CESM2_CMIP6	[-]	1.33	1.33	0.758	0.574	0.667	3.09	0.525	0.686	0.519	0.992	0.676
CMCC-ESM2_BARPA	[-]	0.921	0.924	0.783	0.141	0.363	2.26	0.853	0.744	0.640	0.845	0.765
CMCC-ESM2_CCAM	[-]	0.963	0.975	0.783	0.192	0.353	2.29	0.827	0.764	0.622	0.955	0.770
CMCC-ESM2_CMIP6	[-]	1.09	1.09	0.758	0.337	0.448	2.19	0.691	0.742	0.662	0.959	0.715
CNRM-ESM2-1_CCAM	[-]	0.650	0.662	0.783	-0.122	0.306	1.87	0.849	0.790	0.706	0.943	0.807
CNRM-ESM2-1_CMIP6	[-]	0.848	0.848	0.836	0.0115	0.368	1.14	0.796	0.723	0.844	0.897	0.794
EC-Earth3_BARPA	[-]	0.677	0.676	0.783	-0.107	0.290	1.74	0.873	0.789	0.741	0.927	0.827
EC-Earth3_CCAM	[-]	0.656	0.662	0.783	-0.122	0.305	1.52	0.866	0.784	0.774	0.988	0.831
EC-Earth3_CMIP6	[-]	0.668	0.668	0.777	-0.109	0.316	2.35	0.810	0.771	0.628	0.775	0.752
ERA5_BARPA	[-]	0.911	0.912	0.783	0.129	0.284	2.09	0.871	0.802	0.679	0.915	0.808
ERA5_CCAM	[-]	0.784	0.792	0.783	0.00834	0.227	1.96	0.901	0.831	0.695	0.976	0.842
MPI-ESM1-2-HR_BARPA	[-]	0.746	0.747	0.783	-0.0368	0.332	1.29	0.887	0.759	0.807	0.900	0.830
MPI-ESM1-2-HR_CMIP6	[-]	0.570	0.570	0.798	-0.228	0.360	0.373	0.754	0.772	0.969	0.907	0.760
NorESM2-MM_BARPA	[-]	1.02	1.03	0.783	0.242	0.403	2.30	0.796	0.753	0.653	0.816	0.735
NorESM2-MM_CCAM	[-]	0.947	0.963	0.783	0.179	0.355	2.18	0.825	0.766	0.661	0.909	0.755
NorESM2-MM_CMIP6	[-]	1.43	1.43	0.758	0.673	0.735	1.87	0.471	0.724	0.711	0.923	0.656

	Download Data	Period Mean (original grids) [d]	Model Period Mean (intersection) [d]	Benchmark Period Mean (intersection) [d]	Bias [d]	RMSE [d]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.351
ACCESS-CM2_BARPA	[-]	0.507	0.508	0.351	0.158	0.241	0.700	0.789	0.772	0.927	0.965	0.850
ACCESS-CM2_CCAM	[-]	0.365	0.365	0.351	0.0144	0.157	0.762	0.937	0.801	0.926	0.955	0.892
ACCESS-CM2_CMIP6	[-]	0.394	0.394	0.343	0.0515	0.187	0.712	0.878	0.741	0.918	0.969	0.855
ACCESS-ESM1-5_BARPA	[-]	0.449	0.449	0.351	0.0988	0.214	1.35	0.853	0.761	0.815	0.990	0.826
ACCESS-ESM1-5_CCAM	[-]	0.312	0.313	0.351	-0.0379	0.169	0.524	0.923	0.801	0.951	0.985	0.907
ACCESS-ESM1-5_CMIP6	[-]	0.358	0.358	0.351	0.00744	0.337	2.64	0.839	0.589	0.571	0.960	0.680
CESM2_BARPA	[-]	0.551	0.552	0.351	0.202	0.299	1.07	0.735	0.729	0.854	0.981	0.785
CESM2_CCAM	[-]	0.450	0.452	0.351	0.101	0.294	0.782	0.870	0.678	0.925	0.850	0.830
CESM2_CMIP6	[-]	0.517	0.517	0.354	0.163	0.295	1.13	0.749	0.682	0.846	0.987	0.747
CMCC-ESM2_BARPA	[-]	0.480	0.481	0.351	0.131	0.217	1.25	0.812	0.777	0.836	0.985	0.804
CMCC-ESM2_CCAM	[-]	0.439	0.439	0.351	0.0883	0.220	1.03	0.849	0.758	0.877	0.981	0.845
CMCC-ESM2_CMIP6	[-]	0.414	0.414	0.354	0.0602	0.200	0.895	0.892	0.727	0.904	0.988	0.861
CNRM-ESM2-1_CCAM	[-]	0.372	0.373	0.351	0.0220	0.159	0.797	0.923	0.800	0.932	0.994	0.897
CNRM-ESM2-1_CMIP6	[-]	0.317	0.317	0.325	-0.00838	0.215	0.771	0.875	0.711	0.949	0.925	0.858
EC-Earth3_BARPA	[-]	0.373	0.375	0.351	0.0240	0.179	1.25	0.945	0.771	0.826	0.997	0.856
EC-Earth3_CCAM	[-]	0.289	0.290	0.351	-0.0604	0.180	0.828	0.908	0.783	0.909	0.990	0.869
EC-Earth3_CMIP6	[-]	0.226	0.226	0.348	-0.123	0.212	0.959	0.815	0.756	0.880	0.983	0.829
ERA5_BARPA	[-]	0.550	0.551	0.351	0.200	0.251	1.04	0.736	0.797	0.856	0.990	0.826
ERA5_CCAM	[-]	0.353	0.354	0.351	0.00341	0.124	0.465	0.941	0.842	0.958	0.986	0.920
MPI-ESM1-2-HR_BARPA	[-]	0.436	0.435	0.351	0.0848	0.198	0.682	0.871	0.773	0.925	0.981	0.871
MPI-ESM1-2-HR_CMIP6	[-]	0.153	0.153	0.350	-0.197	0.272	0.347	0.735	0.757	0.974	0.572	0.738
NorESM2-MM_BARPA	[-]	0.606	0.607	0.351	0.257	0.335	1.31	0.679	0.729	0.811	0.957	0.749
NorESM2-MM_CCAM	[-]	0.498	0.498	0.351	0.148	0.253	0.961	0.789	0.751	0.901	0.984	0.825
NorESM2-MM_CMIP6	[-]	0.619	0.619	0.354	0.265	0.359	1.38	0.634	0.677	0.818	0.975	0.716

	Download Data	Period Mean (original grids) [d]	Model Period Mean (intersection) [d]	Benchmark Period Mean (intersection) [d]	Bias [d]	RMSE [d]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.171
ACCESS-CM2_BARPA	[-]	0.279	0.278	0.171	0.107	0.226	1.22	0.725	0.620	0.884	0.972	0.780
ACCESS-CM2_CCAM	[-]	0.363	0.369	0.171	0.198	0.398	1.33	0.575	0.440	0.869	0.919	0.672
ACCESS-CM2_CMIP6	[-]	0.174	0.174	0.159	0.0154	0.174	0.592	0.868	0.586	0.962	0.979	0.820
ACCESS-ESM1-5_BARPA	[-]	0.292	0.289	0.171	0.118	0.230	0.570	0.696	0.618	0.951	0.966	0.787
ACCESS-ESM1-5_CCAM	[-]	0.440	0.446	0.171	0.276	0.488	1.02	0.475	0.379	0.897	0.821	0.614
ACCESS-ESM1-5_CMIP6	[-]	0.120	0.120	0.110	0.00997	0.126	0.245	0.922	0.620	0.984	0.890	0.828
CESM2_BARPA	[-]	0.251	0.250	0.171	0.0791	0.190	0.848	0.760	0.680	0.912	0.943	0.808
CESM2_CCAM	[-]	0.396	0.402	0.171	0.231	0.460	1.37	0.519	0.380	0.844	0.835	0.615
CESM2_CMIP6	[-]	0.103	0.103	0.124	-0.0210	0.102	0.764	0.916	0.716	0.926	0.983	0.866
CMCC-ESM2_BARPA	[-]	0.226	0.224	0.171	0.0535	0.170	0.739	0.787	0.689	0.927	0.934	0.818
CMCC-ESM2_CCAM	[-]	0.567	0.573	0.171	0.402	0.689	0.761	0.363	0.277	0.928	0.805	0.558
CMCC-ESM2_CMIP6	[-]	0.286	0.286	0.124	0.162	0.314	0.433	0.599	0.422	0.960	0.597	0.620
CNRM-ESM2-1_CCAM	[-]	0.398	0.396	0.171	0.225	0.426	0.943	0.537	0.426	0.898	0.810	0.641
CNRM-ESM2-1_CMIP6	[-]	0.0161	0.0161	0.0943	-0.0782	0.131	2.01	0.735	0.636	0.659	0.212	0.569
EC-Earth3_BARPA	[-]	0.242	0.242	0.171	0.0712	0.239	1.07	0.691	0.590	0.899	0.535	0.669
EC-Earth3_CCAM	[-]	0.516	0.522	0.171	0.351	0.642	1.02	0.400	0.289	0.889	0.638	0.525
EC-Earth3_CMIP6	[-]	0.313	0.313	0.156	0.157	0.380	0.851	0.566	0.338	0.935	0.952	0.658
ERA5_BARPA	[-]	0.278	0.276	0.171	0.105	0.199	0.712	0.710	0.662	0.939	0.946	0.797
ERA5_CCAM	[-]	0.491	0.499	0.171	0.328	0.522	0.778	0.426	0.371	0.930	0.869	0.618
MPI-ESM1-2-HR_BARPA	[-]	0.231	0.231	0.171	0.0603	0.193	0.548	0.777	0.634	0.953	0.899	0.795
MPI-ESM1-2-HR_CMIP6	[-]	0.0311	0.0311	0.150	-0.119	0.218	0.916	0.650	0.616	0.915	0.365	0.634
NorESM2-MM_BARPA	[-]	0.311	0.307	0.171	0.136	0.235	0.912	0.649	0.640	0.907	0.876	0.754
NorESM2-MM_CCAM	[-]	0.585	0.591	0.171	0.420	0.614	0.827	0.345	0.338	0.913	0.891	0.590
NorESM2-MM_CMIP6	[-]	0.145	0.145	0.124	0.0203	0.121	1.32	0.856	0.700	0.851	0.800	0.790

	Download Data	Period Mean (original grids) [d]	Model Period Mean (intersection) [d]	Benchmark Period Mean (intersection) [d]	Model Period Mean (complement) [d]	Benchmark Period Mean (complement) [d]	Bias [d]	RMSE [d]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.611
ACCESS-CM2_BARPA	[-]	0.687	0.688	0.605		1.03	0.0831	0.307	1.77	0.813	0.728	0.743	0.974	0.797
ACCESS-CM2_CCAM	[-]	0.730	0.729	0.583		1.26	0.146	0.472	1.82	0.636	0.651	0.733	0.760	0.686
ACCESS-CM2_CMIP6	[-]	0.758	0.753	0.587	0.972		0.168	0.359	1.76	0.728	0.646	0.745	0.966	0.746
ACCESS-ESM1-5_BARPA	[-]	0.619	0.619	0.605		1.03	0.0145	0.297	1.86	0.820	0.743	0.726	0.968	0.800
ACCESS-ESM1-5_CCAM	[-]	0.768	0.768	0.583		1.26	0.184	0.466	1.88	0.658	0.648	0.720	0.869	0.709
ACCESS-ESM1-5_CMIP6	[-]	0.907	0.910	0.598	0.807		0.312	0.494	1.90	0.639	0.596	0.716	0.938	0.697
CESM2_BARPA	[-]	0.768	0.767	0.605		1.03	0.162	0.381	1.71	0.758	0.701	0.756	0.961	0.775
CESM2_CCAM	[-]	0.899	0.898	0.583		1.26	0.314	0.509	1.77	0.652	0.663	0.746	0.899	0.725
CESM2_CMIP6	[-]	1.04	1.03	0.593	1.19		0.440	0.617	1.68	0.543	0.597	0.760	0.906	0.680
CMCC-ESM2_BARPA	[-]	0.730	0.731	0.605		1.03	0.126	0.350	1.82	0.778	0.718	0.732	0.963	0.782
CMCC-ESM2_CCAM	[-]	0.858	0.856	0.583		1.26	0.273	0.551	1.98	0.579	0.646	0.705	0.740	0.663
CMCC-ESM2_CMIP6	[-]	0.905	0.904	0.593	0.917		0.311	0.504	1.89	0.623	0.610	0.720	0.915	0.695
CNRM-ESM2-1_CCAM	[-]	0.780	0.779	0.583		1.26	0.196	0.468	1.98	0.655	0.646	0.705	0.848	0.700
CNRM-ESM2-1_CMIP6	[-]	0.465	0.475	0.601	0.0755		-0.127	0.268	1.78	0.825	0.762	0.740	0.976	0.813
EC-Earth3_BARPA	[-]	0.601	0.601	0.605		1.03	-0.00399	0.325	1.71	0.813	0.730	0.755	0.898	0.785
EC-Earth3_CCAM	[-]	0.811	0.810	0.583		1.26	0.227	0.563	1.81	0.599	0.642	0.737	0.733	0.670
EC-Earth3_CMIP6	[-]	0.501	0.504	0.589	0.362		-0.0853	0.275	1.76	0.840	0.727	0.742	0.968	0.801
ERA5_BARPA	[-]	0.650	0.651	0.605		1.03	0.0456	0.247	1.48	0.833	0.778	0.787	0.966	0.828
ERA5_CCAM	[-]	0.824	0.823	0.583		1.26	0.240	0.476	1.54	0.608	0.705	0.780	0.769	0.713
MPI-ESM1-2-HR_BARPA	[-]	0.686	0.686	0.605		1.03	0.0813	0.354	1.68	0.779	0.707	0.755	0.953	0.780
MPI-ESM1-2-HR_CMIP6	[-]	0.858	0.847	0.600	1.27		0.247	0.680	1.75	0.577	0.568	0.743	0.747	0.641
NorESM2-MM_BARPA	[-]	0.813	0.812	0.605		1.03	0.207	0.407	1.88	0.700	0.681	0.725	0.947	0.747
NorESM2-MM_CCAM	[-]	0.923	0.922	0.583		1.26	0.339	0.587	1.85	0.556	0.645	0.731	0.765	0.668
NorESM2-MM_CMIP6	[-]	0.983	0.979	0.593	1.10		0.386	0.545	1.74	0.557	0.635	0.749	0.906	0.696

	Download Data	Period Mean (original grids) [d]	Model Period Mean (intersection) [d]	Benchmark Period Mean (intersection) [d]	Model Period Mean (complement) [d]	Benchmark Period Mean (complement) [d]	Bias [d]	RMSE [d]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.256
ACCESS-CM2_BARPA	[-]	0.340	0.340	0.257		0.181	0.0824	0.278	2.19	0.821	0.705	0.662	0.937	0.766
ACCESS-CM2_CCAM	[-]	0.739	0.740	0.257		0.181	0.482	0.640	2.41	0.467	0.539	0.621	0.838	0.601
ACCESS-CM2_CMIP6	[-]	0.500	0.500	0.256			0.244	0.402	2.18	0.639	0.580	0.672	0.649	0.624
ACCESS-ESM1-5_BARPA	[-]	0.264	0.264	0.257		0.181	0.00649	0.250	1.96	0.848	0.730	0.702	0.929	0.788
ACCESS-ESM1-5_CCAM	[-]	0.736	0.737	0.257		0.181	0.480	0.653	2.17	0.466	0.515	0.664	0.837	0.599
ACCESS-ESM1-5_CMIP6	[-]	0.580	0.588	0.261	0.439		0.327	0.534	1.96	0.578	0.512	0.696	0.615	0.582
CESM2_BARPA	[-]	0.447	0.446	0.257		0.181	0.189	0.387	1.94	0.714	0.657	0.717	0.865	0.722
CESM2_CCAM	[-]	0.736	0.736	0.257		0.181	0.478	0.647	2.25	0.468	0.564	0.656	0.761	0.602
CESM2_CMIP6	[-]	0.735	0.726	0.257	0.951		0.469	0.672	2.09	0.404	0.517	0.677	0.667	0.556
CMCC-ESM2_BARPA	[-]	0.393	0.392	0.257		0.181	0.135	0.326	1.88	0.771	0.705	0.718	0.837	0.747
CMCC-ESM2_CCAM	[-]	0.890	0.890	0.257		0.181	0.633	0.768	2.16	0.378	0.543	0.670	0.812	0.589
CMCC-ESM2_CMIP6	[-]	0.644	0.647	0.257	0.575		0.389	0.559	1.87	0.488	0.526	0.719	0.757	0.603
CNRM-ESM2-1_CCAM	[-]	0.772	0.774	0.257		0.181	0.516	0.704	2.28	0.453	0.496	0.646	0.708	0.560
CNRM-ESM2-1_CMIP6	[-]	0.127	0.130	0.258	0.0757		-0.127	0.226	1.96	0.794	0.745	0.704	0.909	0.779
EC-Earth3_BARPA	[-]	0.365	0.366	0.257		0.181	0.108	0.302	1.77	0.782	0.678	0.741	0.931	0.762
EC-Earth3_CCAM	[-]	0.911	0.913	0.257		0.181	0.656	0.832	2.12	0.370	0.490	0.679	0.732	0.552
EC-Earth3_CMIP6	[-]	0.279	0.282	0.258	0.199		0.0233	0.254	1.74	0.849	0.675	0.743	0.947	0.778
ERA5_BARPA	[-]	0.343	0.343	0.257		0.181	0.0855	0.256	1.82	0.819	0.733	0.724	0.926	0.787
ERA5_CCAM	[-]	0.852	0.853	0.257		0.181	0.596	0.709	2.02	0.401	0.576	0.699	0.770	0.604
MPI-ESM1-2-HR_BARPA	[-]	0.449	0.450	0.257		0.181	0.192	0.401	1.92	0.685	0.614	0.711	0.904	0.706
MPI-ESM1-2-HR_CMIP6	[-]	0.956	0.941	0.258	1.32		0.683	1.07	2.16	0.328	0.327	0.667	0.488	0.427
NorESM2-MM_BARPA	[-]	0.482	0.480	0.257		0.181	0.223	0.401	2.23	0.670	0.654	0.658	0.857	0.699
NorESM2-MM_CCAM	[-]	0.974	0.976	0.257		0.181	0.719	0.831	2.23	0.331	0.548	0.651	0.829	0.582
NorESM2-MM_CMIP6	[-]	0.609	0.603	0.257	0.765		0.345	0.538	2.00	0.471	0.585	0.697	0.734	0.614

	Download Data	Period Mean (original grids) [d]	Model Period Mean (intersection) [d]	Benchmark Period Mean (intersection) [d]	Bias [d]	RMSE [d]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.296
ACCESS-CM2_BARPA	[-]	0.445	0.443	0.296	0.147	0.232	0.594	0.770	0.744	0.953	0.969	0.836
ACCESS-CM2_CCAM	[-]	0.429	0.428	0.296	0.132	0.230	0.580	0.790	0.732	0.952	0.985	0.838
ACCESS-CM2_CMIP6	[-]	0.528	0.528	0.307	0.221	0.367	0.676	0.653	0.576	0.955	0.949	0.742
ACCESS-ESM1-5_BARPA	[-]	0.389	0.388	0.296	0.0919	0.187	0.867	0.837	0.773	0.918	0.928	0.846
ACCESS-ESM1-5_CCAM	[-]	0.446	0.446	0.296	0.150	0.250	0.660	0.763	0.736	0.946	0.956	0.827
ACCESS-ESM1-5_CMIP6	[-]	0.519	0.519	0.295	0.224	0.326	1.24	0.633	0.642	0.813	0.951	0.736
CESM2_BARPA	[-]	0.419	0.417	0.296	0.121	0.203	0.546	0.809	0.777	0.951	0.992	0.861
CESM2_CCAM	[-]	0.246	0.246	0.296	-0.0504	0.187	0.643	0.886	0.764	0.934	0.693	0.808
CESM2_CMIP6	[-]	0.536	0.536	0.299	0.237	0.316	0.539	0.659	0.699	0.943	0.733	0.747
CMCC-ESM2_BARPA	[-]	0.376	0.375	0.296	0.0791	0.177	0.659	0.865	0.777	0.941	0.990	0.870
CMCC-ESM2_CCAM	[-]	0.456	0.455	0.296	0.159	0.261	1.73	0.759	0.724	0.737	0.987	0.786
CMCC-ESM2_CMIP6	[-]	0.464	0.464	0.299	0.165	0.320	3.45	0.759	0.620	0.419	0.729	0.629
CNRM-ESM2-1_CCAM	[-]	0.338	0.337	0.296	0.0410	0.192	0.876	0.859	0.760	0.907	0.823	0.822
CNRM-ESM2-1_CMIP6	[-]	0.266	0.266	0.290	-0.0235	0.176	0.482	0.897	0.730	0.968	0.988	0.863
EC-Earth3_BARPA	[-]	0.232	0.232	0.296	-0.0638	0.202	0.676	0.885	0.752	0.950	0.622	0.792
EC-Earth3_CCAM	[-]	0.228	0.228	0.296	-0.0684	0.225	1.07	0.862	0.734	0.859	0.870	0.812
EC-Earth3_CMIP6	[-]	0.0993	0.0993	0.299	-0.200	0.275	1.05	0.727	0.734	0.877	0.444	0.703
ERA5_BARPA	[-]	0.427	0.426	0.296	0.130	0.186	0.632	0.792	0.805	0.929	0.982	0.863
ERA5_CCAM	[-]	0.453	0.452	0.296	0.156	0.209	0.844	0.760	0.805	0.884	0.989	0.849
MPI-ESM1-2-HR_BARPA	[-]	0.230	0.228	0.296	-0.0675	0.182	0.745	0.900	0.774	0.941	0.741	0.826
MPI-ESM1-2-HR_CMIP6	[-]	0.0841	0.0841	0.303	-0.218	0.277	0.798	0.690	0.753	0.940	0.398	0.707
NorESM2-MM_BARPA	[-]	0.547	0.544	0.296	0.248	0.328	0.874	0.655	0.696	0.923	0.967	0.787
NorESM2-MM_CCAM	[-]	0.539	0.537	0.296	0.241	0.309	0.789	0.659	0.731	0.933	0.987	0.808
NorESM2-MM_CMIP6	[-]	0.687	0.687	0.299	0.388	0.453	0.888	0.504	0.654	0.912	0.641	0.673

	Download Data	Period Mean (original grids) [d]	Model Period Mean (intersection) [d]	Benchmark Period Mean (intersection) [d]	Bias [d]	RMSE [d]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.191
ACCESS-CM2_BARPA	[-]	0.377	0.375	0.191	0.185	0.242	1.68	0.648	0.716	0.758	0.979	0.763
ACCESS-CM2_CCAM	[-]	0.371	0.370	0.191	0.179	0.240	1.46	0.655	0.702	0.794	0.979	0.766
ACCESS-CM2_CMIP6	[-]	0.388	0.388	0.234	0.155	0.270	0.816	0.633	0.578	0.915	0.964	0.733
ACCESS-ESM1-5_BARPA	[-]	0.382	0.380	0.191	0.189	0.237	2.24	0.649	0.750	0.668	0.950	0.754
ACCESS-ESM1-5_CCAM	[-]	0.492	0.490	0.191	0.299	0.345	1.22	0.508	0.689	0.833	0.892	0.722
ACCESS-ESM1-5_CMIP6	[-]	0.350	0.350	0.176	0.175	0.268	1.13	0.583	0.584	0.886	0.820	0.691
CESM2_BARPA	[-]	0.359	0.357	0.191	0.166	0.248	2.61	0.689	0.700	0.583	0.911	0.716
CESM2_CCAM	[-]	0.282	0.282	0.191	0.0908	0.201	1.68	0.822	0.702	0.754	0.920	0.780
CESM2_CMIP6	[-]	0.455	0.455	0.187	0.269	0.326	2.38	0.537	0.642	0.603	0.416	0.568
CMCC-ESM2_BARPA	[-]	0.315	0.312	0.191	0.121	0.203	2.84	0.752	0.714	0.525	0.977	0.737
CMCC-ESM2_CCAM	[-]	0.392	0.391	0.191	0.200	0.277	4.08	0.645	0.663	0.312	0.830	0.623
CMCC-ESM2_CMIP6	[-]	0.441	0.441	0.187	0.254	0.382	4.45	0.602	0.494	0.224	0.280	0.419
CNRM-ESM2-1_CCAM	[-]	0.383	0.383	0.191	0.192	0.268	1.95	0.641	0.663	0.724	0.969	0.732
CNRM-ESM2-1_CMIP6	[-]	0.181	0.181	0.184	-0.00316	0.197	1.39	0.843	0.587	0.866	0.842	0.745
EC-Earth3_BARPA	[-]	0.261	0.259	0.191	0.0679	0.159	1.54	0.842	0.737	0.774	0.987	0.816
EC-Earth3_CCAM	[-]	0.268	0.268	0.191	0.0769	0.160	2.85	0.832	0.739	0.532	0.983	0.765
EC-Earth3_CMIP6	[-]	0.121	0.121	0.182	-0.0615	0.112	2.55	0.851	0.796	0.565	0.970	0.796
ERA5_BARPA	[-]	0.378	0.375	0.191	0.184	0.244	2.49	0.649	0.714	0.609	0.977	0.732
ERA5_CCAM	[-]	0.426	0.425	0.191	0.234	0.282	3.32	0.588	0.712	0.449	0.907	0.674
MPI-ESM1-2-HR_BARPA	[-]	0.215	0.214	0.191	0.0236	0.146	2.82	0.899	0.754	0.531	0.918	0.771
MPI-ESM1-2-HR_CMIP6	[-]	0.0293	0.0293	0.197	-0.167	0.185	1.97	0.676	0.821	0.682	0.125	0.625
NorESM2-MM_BARPA	[-]	0.452	0.449	0.191	0.258	0.322	2.66	0.552	0.657	0.572	0.951	0.678
NorESM2-MM_CCAM	[-]	0.503	0.501	0.191	0.310	0.367	1.95	0.492	0.645	0.715	0.929	0.685
NorESM2-MM_CMIP6	[-]	0.514	0.514	0.187	0.327	0.374	1.49	0.448	0.622	0.796	0.383	0.574

	Download Data	Period Mean (original grids) [d]	Model Period Mean (intersection) [d]	Benchmark Period Mean (intersection) [d]	Bias [d]	RMSE [d]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.509
ACCESS-CM2_BARPA	[-]	0.496	0.499	0.509	-0.0105	0.280	2.13	0.911	0.742	0.666	0.949	0.802
ACCESS-CM2_CCAM	[-]	0.604	0.605	0.509	0.0962	0.241	0.638	0.874	0.798	0.941	0.947	0.871
ACCESS-CM2_CMIP6	[-]	0.666	0.666	0.484	0.182	0.261	0.515	0.768	0.763	0.966	0.785	0.809
ACCESS-ESM1-5_BARPA	[-]	0.481	0.482	0.509	-0.0268	0.295	2.83	0.912	0.729	0.543	0.948	0.772
ACCESS-ESM1-5_CCAM	[-]	0.748	0.749	0.509	0.240	0.340	0.873	0.763	0.780	0.887	0.615	0.765
ACCESS-ESM1-5_CMIP6	[-]	0.763	0.763	0.497	0.265	0.473	4.03	0.689	0.589	0.285	0.423	0.515
CESM2_BARPA	[-]	0.576	0.577	0.509	0.0680	0.402	3.83	0.887	0.647	0.359	0.907	0.689
CESM2_CCAM	[-]	0.459	0.460	0.509	-0.0487	0.261	1.45	0.872	0.779	0.802	0.700	0.786
CESM2_CMIP6	[-]	1.10	1.10	0.502	0.602	0.677	1.35	0.448	0.667	0.778	0.378	0.587
CMCC-ESM2_BARPA	[-]	0.534	0.535	0.509	0.0254	0.390	4.21	0.905	0.652	0.297	0.919	0.685
CMCC-ESM2_CCAM	[-]	0.774	0.775	0.509	0.265	0.448	4.25	0.740	0.673	0.271	0.763	0.624
CMCC-ESM2_CMIP6	[-]	1.13	1.13	0.502	0.626	0.793	5.72	0.442	0.529	0.0233	0.201	0.345
CNRM-ESM2-1_CCAM	[-]	0.489	0.491	0.509	-0.0178	0.259	1.12	0.881	0.772	0.887	0.773	0.817
CNRM-ESM2-1_CMIP6	[-]	0.429	0.429	0.507	-0.0780	0.270	1.23	0.833	0.726	0.895	0.314	0.699
EC-Earth3_BARPA	[-]	0.401	0.400	0.509	-0.109	0.316	1.77	0.875	0.723	0.725	0.977	0.805
EC-Earth3_CCAM	[-]	0.548	0.547	0.509	0.0379	0.275	1.25	0.878	0.758	0.825	0.713	0.786
EC-Earth3_CMIP6	[-]	0.334	0.334	0.504	-0.170	0.340	3.18	0.802	0.702	0.451	0.531	0.638
ERA5_BARPA	[-]	0.553	0.552	0.509	0.0428	0.296	3.28	0.914	0.726	0.468	0.991	0.765
ERA5_CCAM	[-]	0.745	0.746	0.509	0.237	0.318	1.03	0.764	0.798	0.849	0.823	0.807
MPI-ESM1-2-HR_BARPA	[-]	0.292	0.292	0.509	-0.217	0.355	2.81	0.783	0.733	0.527	0.946	0.744
MPI-ESM1-2-HR_CMIP6	[-]	0.163	0.163	0.503	-0.341	0.389	0.839	0.637	0.785	0.880	0.985	0.814
NorESM2-MM_BARPA	[-]	0.640	0.643	0.509	0.134	0.347	2.80	0.839	0.712	0.534	0.753	0.710
NorESM2-MM_CCAM	[-]	0.678	0.682	0.509	0.173	0.306	1.76	0.808	0.772	0.754	0.838	0.789
NorESM2-MM_CMIP6	[-]	1.19	1.19	0.502	0.685	0.744	1.57	0.404	0.681	0.817	0.253	0.567

	Download Data	Period Mean (original grids) [d]	Model Period Mean (intersection) [d]	Benchmark Period Mean (intersection) [d]	Bias [d]	RMSE [d]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.0431
ACCESS-CM2_BARPA	[-]	0.150	0.149	0.0431	0.106	0.134	1.65	0.564	0.650	0.769	0.698	0.666
ACCESS-CM2_CCAM	[-]	0.185	0.187	0.0431	0.144	0.215	1.70	0.443	0.440	0.765	0.754	0.568
ACCESS-CM2_CMIP6	[-]	0.127	0.127	0.0497	0.0773	0.128	0.899	0.511	0.447	0.904	0.914	0.645
ACCESS-ESM1-5_BARPA	[-]	0.142	0.142	0.0431	0.0985	0.130	1.62	0.589	0.638	0.773	0.727	0.673
ACCESS-ESM1-5_CCAM	[-]	0.253	0.254	0.0431	0.211	0.304	1.81	0.333	0.336	0.736	0.499	0.448
ACCESS-ESM1-5_CMIP6	[-]	0.114	0.114	0.0568	0.0569	0.107	2.20	0.652	0.542	0.657	0.709	0.620
CESM2_BARPA	[-]	0.126	0.126	0.0431	0.0824	0.118	2.29	0.630	0.642	0.647	0.822	0.677
CESM2_CCAM	[-]	0.0953	0.0965	0.0431	0.0533	0.110	1.56	0.760	0.638	0.796	0.831	0.733
CESM2_CMIP6	[-]	0.0901	0.0901	0.0500	0.0402	0.0826	1.72	0.762	0.634	0.768	0.796	0.719
CMCC-ESM2_BARPA	[-]	0.0960	0.0954	0.0431	0.0523	0.0912	2.52	0.754	0.679	0.591	0.890	0.719
CMCC-ESM2_CCAM	[-]	0.206	0.209	0.0431	0.166	0.269	1.84	0.416	0.355	0.721	0.564	0.482
CMCC-ESM2_CMIP6	[-]	0.166	0.166	0.0500	0.116	0.232	2.17	0.477	0.265	0.639	0.423	0.414
CNRM-ESM2-1_CCAM	[-]	0.248	0.251	0.0431	0.208	0.311	1.82	0.337	0.316	0.736	0.522	0.445
CNRM-ESM2-1_CMIP6	[-]	0.0507	0.0507	0.0536	-0.00296	0.0818	1.78	0.871	0.637	0.743	0.927	0.763
EC-Earth3_BARPA	[-]	0.103	0.103	0.0431	0.0595	0.101	1.57	0.712	0.660	0.785	0.900	0.743
EC-Earth3_CCAM	[-]	0.212	0.214	0.0431	0.171	0.281	1.94	0.438	0.349	0.699	0.430	0.453
EC-Earth3_CMIP6	[-]	0.0932	0.0932	0.0477	0.0455	0.133	1.87	0.700	0.473	0.709	0.873	0.646
ERA5_BARPA	[-]	0.141	0.139	0.0431	0.0961	0.133	1.76	0.599	0.614	0.741	0.742	0.662
ERA5_CCAM	[-]	0.248	0.249	0.0431	0.206	0.287	1.85	0.348	0.376	0.714	0.453	0.453
MPI-ESM1-2-HR_BARPA	[-]	0.0928	0.0927	0.0431	0.0496	0.0990	1.70	0.768	0.654	0.743	0.902	0.744
MPI-ESM1-2-HR_CMIP6	[-]	0.00931	0.00931	0.0509	-0.0416	0.0592	2.49	0.808	0.784	0.608	0.184	0.634
NorESM2-MM_BARPA	[-]	0.178	0.177	0.0431	0.133	0.167	2.57	0.459	0.570	0.578	0.790	0.593
NorESM2-MM_CCAM	[-]	0.316	0.317	0.0431	0.274	0.392	1.75	0.251	0.249	0.726	0.333	0.362
NorESM2-MM_CMIP6	[-]	0.0997	0.0997	0.0500	0.0498	0.0942	1.80	0.697	0.587	0.747	0.782	0.680

	Download Data	Period Mean (original grids) [d]	Model Period Mean (intersection) [d]	Benchmark Period Mean (intersection) [d]	Bias [d]	RMSE [d]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.0223
ACCESS-CM2_BARPA	[-]	0.0959	0.0956	0.0223	0.0733	0.0983	1.98	0.595	0.641	0.689	0.661	0.645
ACCESS-CM2_CCAM	[-]	0.253	0.256	0.0223	0.234	0.363	1.47	0.231	0.180	0.800	0.0977	0.298
ACCESS-CM2_CMIP6	[-]	0.0909	0.0909	0.0212	0.0697	0.129	1.10	0.484	0.366	0.859	0.192	0.453
ACCESS-ESM1-5_BARPA	[-]	0.0839	0.0836	0.0223	0.0613	0.0909	1.27	0.651	0.632	0.828	0.622	0.673
ACCESS-ESM1-5_CCAM	[-]	0.224	0.227	0.0223	0.205	0.320	1.53	0.302	0.234	0.781	0.0647	0.323
ACCESS-ESM1-5_CMIP6	[-]	0.0586	0.0586	0.0211	0.0374	0.0744	1.56	0.633	0.492	0.773	0.740	0.626
CESM2_BARPA	[-]	0.0614	0.0615	0.0223	0.0391	0.0621	1.67	0.756	0.723	0.759	0.763	0.745
CESM2_CCAM	[-]	0.0544	0.0572	0.0223	0.0348	0.0913	2.02	0.824	0.660	0.705	0.155	0.601
CESM2_CMIP6	[-]	0.0261	0.0261	0.0212	0.00488	0.0398	1.54	0.898	0.694	0.792	0.761	0.768
CMCC-ESM2_BARPA	[-]	0.0604	0.0606	0.0223	0.0382	0.0625	1.43	0.761	0.711	0.795	0.751	0.746
CMCC-ESM2_CCAM	[-]	0.301	0.307	0.0223	0.285	0.473	1.23	0.186	0.102	0.834	0.0477	0.254
CMCC-ESM2_CMIP6	[-]	0.171	0.171	0.0212	0.150	0.302	1.53	0.232	0.0873	0.778	0.135	0.264
CNRM-ESM2-1_CCAM	[-]	0.343	0.347	0.0223	0.324	0.491	1.35	0.143	0.107	0.808	0.0655	0.246
CNRM-ESM2-1_CMIP6	[-]	0.00713	0.00713	0.0207	-0.0135	0.0309	1.85	0.865	0.748	0.712	0.847	0.784
EC-Earth3_BARPA	[-]	0.0686	0.0686	0.0223	0.0462	0.0824	1.39	0.740	0.643	0.811	0.469	0.661
EC-Earth3_CCAM	[-]	0.261	0.266	0.0223	0.244	0.402	1.38	0.244	0.151	0.812	0.0500	0.281
EC-Earth3_CMIP6	[-]	0.135	0.135	0.0218	0.113	0.226	1.61	0.370	0.186	0.764	0.186	0.338
ERA5_BARPA	[-]	0.0874	0.0874	0.0223	0.0650	0.0946	1.33	0.636	0.621	0.822	0.561	0.652
ERA5_CCAM	[-]	0.241	0.247	0.0223	0.224	0.332	1.42	0.269	0.235	0.810	0.0523	0.320
MPI-ESM1-2-HR_BARPA	[-]	0.0587	0.0590	0.0223	0.0366	0.0729	1.26	0.777	0.654	0.829	0.678	0.718
MPI-ESM1-2-HR_CMIP6	[-]	0.0100	0.0100	0.0213	-0.0113	0.0371	1.50	0.868	0.744	0.774	0.724	0.771
NorESM2-MM_BARPA	[-]	0.130	0.130	0.0223	0.108	0.140	2.59	0.470	0.527	0.562	0.636	0.544
NorESM2-MM_CCAM	[-]	0.236	0.242	0.0223	0.219	0.323	1.46	0.283	0.251	0.805	0.0512	0.328
NorESM2-MM_CMIP6	[-]	0.0400	0.0400	0.0212	0.0188	0.0522	1.42	0.793	0.620	0.784	0.761	0.716

	Download Data	Period Mean (original grids) [d]	Model Period Mean (intersection) [d]	Benchmark Period Mean (intersection) [d]	Bias [d]	RMSE [d]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.474
ACCESS-CM2_BARPA	[-]	0.649	0.644	0.474	0.171	0.265	0.902	0.791	0.792	0.922	0.994	0.858
ACCESS-CM2_CCAM	[-]	0.555	0.551	0.474	0.0778	0.217	0.859	0.878	0.787	0.914	0.994	0.872
ACCESS-CM2_CMIP6	[-]	0.732	0.732	0.472	0.260	0.369	0.811	0.673	0.693	0.935	0.959	0.791
ACCESS-ESM1-5_BARPA	[-]	0.554	0.550	0.474	0.0760	0.259	2.15	0.875	0.737	0.696	0.973	0.804
ACCESS-ESM1-5_CCAM	[-]	0.465	0.461	0.474	-0.0121	0.230	0.833	0.913	0.772	0.914	0.988	0.872
ACCESS-ESM1-5_CMIP6	[-]	0.728	0.728	0.488	0.240	0.422	2.76	0.694	0.654	0.583	0.987	0.715
CESM2_BARPA	[-]	0.672	0.668	0.474	0.194	0.334	1.60	0.769	0.714	0.772	0.991	0.792
CESM2_CCAM	[-]	0.371	0.367	0.474	-0.107	0.269	0.951	0.875	0.747	0.903	0.981	0.850
CESM2_CMIP6	[-]	0.866	0.866	0.480	0.386	0.506	2.60	0.578	0.644	0.578	0.863	0.662
CMCC-ESM2_BARPA	[-]	0.642	0.637	0.474	0.164	0.306	1.67	0.798	0.721	0.758	0.994	0.799
CMCC-ESM2_CCAM	[-]	0.622	0.618	0.474	0.144	0.298	0.996	0.816	0.729	0.873	0.992	0.828
CMCC-ESM2_CMIP6	[-]	0.626	0.626	0.480	0.146	0.286	1.15	0.834	0.729	0.832	0.830	0.791
CNRM-ESM2-1_CCAM	[-]	0.385	0.381	0.474	-0.0921	0.220	0.707	0.886	0.794	0.928	0.905	0.862
CNRM-ESM2-1_CMIP6	[-]	0.409	0.409	0.475	-0.0660	0.217	0.391	0.901	0.761	0.970	0.996	0.878
EC-Earth3_BARPA	[-]	0.374	0.370	0.474	-0.103	0.294	1.73	0.882	0.713	0.747	0.887	0.788
EC-Earth3_CCAM	[-]	0.273	0.271	0.474	-0.203	0.337	1.25	0.784	0.724	0.859	0.908	0.800
EC-Earth3_CMIP6	[-]	0.220	0.220	0.481	-0.261	0.354	0.738	0.710	0.727	0.933	0.880	0.795
ERA5_BARPA	[-]	0.614	0.609	0.474	0.136	0.236	1.02	0.826	0.787	0.873	0.989	0.852
ERA5_CCAM	[-]	0.504	0.501	0.474	0.0271	0.174	0.661	0.902	0.832	0.938	0.986	0.898
MPI-ESM1-2-HR_BARPA	[-]	0.480	0.476	0.474	0.00251	0.216	0.772	0.904	0.780	0.915	0.958	0.868
MPI-ESM1-2-HR_CMIP6	[-]	0.214	0.214	0.470	-0.256	0.323	0.423	0.708	0.767	0.972	0.717	0.786
NorESM2-MM_BARPA	[-]	0.755	0.750	0.474	0.276	0.360	1.99	0.696	0.748	0.705	0.965	0.772
NorESM2-MM_CCAM	[-]	0.675	0.669	0.474	0.196	0.343	1.60	0.769	0.703	0.806	0.978	0.792
NorESM2-MM_CMIP6	[-]	0.954	0.954	0.480	0.474	0.549	2.82	0.507	0.670	0.521	0.895	0.653

	Download Data	Period Mean (original grids) [d]	Model Period Mean (intersection) [d]	Benchmark Period Mean (intersection) [d]	Bias [d]	RMSE [d]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.0355
ACCESS-CM2_BARPA	[-]	0.138	0.138	0.0355	0.102	0.147	0.932	0.559	0.538	0.892	0.612	0.628
ACCESS-CM2_CCAM	[-]	0.137	0.137	0.0355	0.102	0.144	1.22	0.538	0.546	0.846	0.840	0.663
ACCESS-CM2_CMIP6	[-]	0.129	0.129	0.0350	0.0945	0.159	0.680	0.511	0.407	0.943	0.477	0.549
ACCESS-ESM1-5_BARPA	[-]	0.0901	0.0897	0.0355	0.0542	0.0888	1.71	0.741	0.678	0.768	0.744	0.722
ACCESS-ESM1-5_CCAM	[-]	0.107	0.107	0.0355	0.0712	0.103	1.38	0.662	0.645	0.808	0.702	0.692
ACCESS-ESM1-5_CMIP6	[-]	0.146	0.146	0.0356	0.110	0.147	1.77	0.450	0.484	0.741	0.581	0.548
CESM2_BARPA	[-]	0.0987	0.0983	0.0355	0.0628	0.0939	1.57	0.722	0.683	0.782	0.625	0.699
CESM2_CCAM	[-]	0.0505	0.0503	0.0355	0.0148	0.0589	1.07	0.880	0.731	0.884	0.951	0.835
CESM2_CMIP6	[-]	0.105	0.105	0.0356	0.0695	0.106	0.890	0.648	0.576	0.900	0.544	0.649
CMCC-ESM2_BARPA	[-]	0.106	0.105	0.0355	0.0698	0.109	1.90	0.681	0.619	0.701	0.693	0.663
CMCC-ESM2_CCAM	[-]	0.123	0.123	0.0355	0.0876	0.127	2.02	0.596	0.581	0.681	0.730	0.634
CMCC-ESM2_CMIP6	[-]	0.0605	0.0605	0.0356	0.0249	0.0726	2.45	0.780	0.610	0.588	0.947	0.707
CNRM-ESM2-1_CCAM	[-]	0.109	0.109	0.0355	0.0735	0.113	1.78	0.629	0.601	0.729	0.848	0.682
CNRM-ESM2-1_CMIP6	[-]	0.0245	0.0245	0.0334	-0.00888	0.0362	0.907	0.926	0.792	0.897	0.945	0.870
EC-Earth3_BARPA	[-]	0.0508	0.0506	0.0355	0.0151	0.0597	1.84	0.888	0.739	0.736	0.959	0.812
EC-Earth3_CCAM	[-]	0.0580	0.0581	0.0355	0.0226	0.0777	1.99	0.797	0.665	0.693	0.817	0.727
EC-Earth3_CMIP6	[-]	0.0181	0.0181	0.0358	-0.0177	0.0589	1.93	0.854	0.708	0.703	0.459	0.686
ERA5_BARPA	[-]	0.112	0.112	0.0355	0.0765	0.104	0.952	0.652	0.656	0.879	0.642	0.697
ERA5_CCAM	[-]	0.111	0.111	0.0355	0.0755	0.100	1.42	0.645	0.673	0.797	0.699	0.697
MPI-ESM1-2-HR_BARPA	[-]	0.0532	0.0530	0.0355	0.0175	0.0565	1.02	0.884	0.746	0.875	0.969	0.844
MPI-ESM1-2-HR_CMIP6	[-]	0.00878	0.00878	0.0357	-0.0269	0.0509	2.27	0.862	0.774	0.626	0.388	0.685
NorESM2-MM_BARPA	[-]	0.184	0.184	0.0355	0.148	0.203	1.28	0.434	0.446	0.843	0.467	0.527
NorESM2-MM_CCAM	[-]	0.165	0.165	0.0355	0.129	0.169	1.17	0.487	0.539	0.854	0.491	0.582
NorESM2-MM_CMIP6	[-]	0.170	0.170	0.0356	0.134	0.189	0.844	0.446	0.411	0.906	0.275	0.490

	Download Data	Period Mean (original grids) [d]	Model Period Mean (intersection) [d]	Benchmark Period Mean (intersection) [d]	Bias [d]	RMSE [d]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.106
ACCESS-CM2_BARPA	[-]	0.226	0.226	0.106	0.120	0.168	0.656	0.708	0.719	0.932	0.783	0.772
ACCESS-CM2_CCAM	[-]	0.184	0.184	0.106	0.0774	0.139	0.751	0.783	0.711	0.934	0.975	0.823
ACCESS-CM2_CMIP6	[-]	0.187	0.187	0.107	0.0795	0.141	0.610	0.756	0.676	0.954	0.863	0.785
ACCESS-ESM1-5_BARPA	[-]	0.203	0.203	0.106	0.0963	0.158	2.13	0.759	0.708	0.687	0.810	0.734
ACCESS-ESM1-5_CCAM	[-]	0.138	0.138	0.106	0.0314	0.0965	0.812	0.889	0.777	0.933	0.984	0.872
ACCESS-ESM1-5_CMIP6	[-]	0.236	0.236	0.111	0.125	0.185	1.64	0.644	0.651	0.774	0.774	0.699
CESM2_BARPA	[-]	0.217	0.216	0.106	0.110	0.167	2.04	0.737	0.711	0.652	0.731	0.708
CESM2_CCAM	[-]	0.125	0.124	0.106	0.0182	0.121	0.851	0.913	0.719	0.919	0.958	0.846
CESM2_CMIP6	[-]	0.262	0.262	0.111	0.151	0.203	0.771	0.612	0.640	0.904	0.764	0.712
CMCC-ESM2_BARPA	[-]	0.242	0.242	0.106	0.136	0.196	1.97	0.675	0.674	0.680	0.777	0.696
CMCC-ESM2_CCAM	[-]	0.242	0.241	0.106	0.135	0.188	1.01	0.676	0.693	0.867	0.778	0.741
CMCC-ESM2_CMIP6	[-]	0.142	0.142	0.111	0.0308	0.110	1.03	0.885	0.731	0.857	0.929	0.826
CNRM-ESM2-1_CCAM	[-]	0.161	0.161	0.106	0.0544	0.121	0.679	0.833	0.738	0.936	0.959	0.841
CNRM-ESM2-1_CMIP6	[-]	0.0784	0.0784	0.104	-0.0258	0.0902	0.591	0.899	0.765	0.945	0.920	0.859
EC-Earth3_BARPA	[-]	0.120	0.120	0.106	0.0140	0.109	2.22	0.933	0.747	0.639	0.988	0.811
EC-Earth3_CCAM	[-]	0.0777	0.0775	0.106	-0.0287	0.0995	1.09	0.920	0.771	0.876	0.797	0.827
EC-Earth3_CMIP6	[-]	0.0415	0.0415	0.108	-0.0667	0.118	1.16	0.821	0.742	0.845	0.649	0.760
ERA5_BARPA	[-]	0.245	0.245	0.106	0.138	0.179	1.49	0.668	0.718	0.778	0.815	0.739
ERA5_CCAM	[-]	0.164	0.163	0.106	0.0570	0.0986	0.559	0.837	0.793	0.949	0.981	0.871
MPI-ESM1-2-HR_BARPA	[-]	0.162	0.162	0.106	0.0555	0.110	1.28	0.845	0.771	0.817	0.953	0.832
MPI-ESM1-2-HR_CMIP6	[-]	0.0284	0.0284	0.108	-0.0799	0.125	0.836	0.782	0.736	0.900	0.528	0.737
NorESM2-MM_BARPA	[-]	0.280	0.279	0.106	0.173	0.227	1.49	0.603	0.652	0.786	0.762	0.691
NorESM2-MM_CCAM	[-]	0.315	0.314	0.106	0.208	0.275	1.07	0.540	0.590	0.898	0.819	0.688
NorESM2-MM_CMIP6	[-]	0.392	0.392	0.111	0.281	0.352	1.50	0.401	0.501	0.801	0.622	0.565

	Download Data	Period Mean (original grids) [d]	Model Period Mean (intersection) [d]	Benchmark Period Mean (intersection) [d]	Bias [d]	RMSE [d]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.959
ACCESS-CM2_BARPA	[-]	1.01	1.01	0.959	0.0489	0.338	1.84	0.891	0.775	0.722	0.825	0.797
ACCESS-CM2_CCAM	[-]	0.874	0.880	0.959	-0.0782	0.292	2.15	0.902	0.804	0.684	0.994	0.838
ACCESS-CM2_CMIP6	[-]	1.16	1.16	0.890	0.268	0.474	1.03	0.742	0.636	0.930	0.630	0.715
ACCESS-ESM1-5_BARPA	[-]	0.926	0.924	0.959	-0.0342	0.297	1.62	0.909	0.793	0.748	0.892	0.827
ACCESS-ESM1-5_CCAM	[-]	0.866	0.870	0.959	-0.0881	0.304	1.63	0.897	0.795	0.780	0.995	0.852
ACCESS-ESM1-5_CMIP6	[-]	0.971	0.971	0.902	0.0692	0.254	1.02	0.927	0.766	0.933	1.00	0.878
CESM2_BARPA	[-]	1.04	1.04	0.959	0.0801	0.355	1.52	0.871	0.770	0.745	0.795	0.790
CESM2_CCAM	[-]	0.824	0.831	0.959	-0.128	0.318	1.68	0.876	0.801	0.735	0.979	0.838
CESM2_CMIP6	[-]	1.52	1.52	0.963	0.559	0.662	0.00	0.573	0.713	1.00	0.963	0.792
CMCC-ESM2_BARPA	[-]	1.06	1.06	0.959	0.0996	0.320	1.45	0.899	0.779	0.780	0.924	0.832
CMCC-ESM2_CCAM	[-]	1.18	1.19	0.959	0.227	0.373	1.94	0.805	0.801	0.688	0.978	0.815
CMCC-ESM2_CMIP6	[-]	1.33	1.33	0.963	0.370	0.446	1.02	0.707	0.806	0.933	0.568	0.764
CNRM-ESM2-1_CCAM	[-]	0.793	0.799	0.959	-0.160	0.343	1.43	0.855	0.790	0.787	0.979	0.840
CNRM-ESM2-1_CMIP6	[-]	0.958	0.958	0.855	0.103	0.450	1.52	0.736	0.661	0.842	0.970	0.774
EC-Earth3_BARPA	[-]	0.840	0.835	0.959	-0.124	0.295	0.995	0.887	0.804	0.861	0.957	0.863
EC-Earth3_CCAM	[-]	0.823	0.828	0.959	-0.130	0.314	1.73	0.866	0.803	0.772	0.978	0.844
EC-Earth3_CMIP6	[-]	0.857	0.857	0.969	-0.112	0.291	1.86	0.857	0.803	0.747	0.925	0.827
ERA5_BARPA	[-]	1.07	1.06	0.959	0.0988	0.308	1.07	0.896	0.792	0.829	0.893	0.841
ERA5_CCAM	[-]	0.875	0.879	0.959	-0.0791	0.240	1.11	0.896	0.849	0.841	0.993	0.885
MPI-ESM1-2-HR_BARPA	[-]	0.863	0.859	0.959	-0.0994	0.359	1.42	0.898	0.761	0.771	0.941	0.827
MPI-ESM1-2-HR_CMIP6	[-]	0.811	0.811	0.925	-0.114	0.420	0.682	0.778	0.724	0.954	0.673	0.771
NorESM2-MM_BARPA	[-]	1.19	1.18	0.959	0.219	0.376	1.35	0.826	0.790	0.832	0.793	0.806
NorESM2-MM_CCAM	[-]	1.04	1.05	0.959	0.0923	0.297	1.72	0.876	0.810	0.714	0.934	0.829
NorESM2-MM_CMIP6	[-]	1.68	1.68	0.963	0.713	0.764	1.03	0.490	0.770	0.872	0.659	0.712

	Download Data	Period Mean (original grids) [d]	Model Period Mean (intersection) [d]	Benchmark Period Mean (intersection) [d]	Bias [d]	RMSE [d]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	1.07
ACCESS-CM2_BARPA	[-]	1.38	1.37	1.07	0.295	0.508	1.12	0.787	0.723	0.892	0.953	0.815
ACCESS-CM2_CCAM	[-]	1.08	1.09	1.07	0.0153	0.297	1.01	0.881	0.821	0.913	0.989	0.885
ACCESS-CM2_CMIP6	[-]	1.50	1.50	1.14	0.361	0.674	1.03	0.725	0.601	0.930	1.00	0.772
ACCESS-ESM1-5_BARPA	[-]	1.30	1.29	1.07	0.219	0.435	0.536	0.834	0.746	0.949	0.983	0.852
ACCESS-ESM1-5_CCAM	[-]	1.21	1.22	1.07	0.147	0.393	0.634	0.840	0.775	0.936	0.974	0.860
ACCESS-ESM1-5_CMIP6	[-]	1.40	1.40	1.08	0.323	0.437	1.03	0.729	0.751	0.930	0.529	0.738
CESM2_BARPA	[-]	1.47	1.46	1.07	0.386	0.628	0.663	0.732	0.673	0.941	0.957	0.795
CESM2_CCAM	[-]	1.20	1.21	1.07	0.137	0.487	0.797	0.847	0.707	0.933	0.944	0.828
CESM2_CMIP6	[-]	1.64	1.64	1.07	0.570	0.672	0.684	0.592	0.718	0.954	0.929	0.782
CMCC-ESM2_BARPA	[-]	1.43	1.42	1.07	0.346	0.565	0.244	0.755	0.702	0.979	0.981	0.824
CMCC-ESM2_CCAM	[-]	1.34	1.34	1.07	0.273	0.423	0.548	0.800	0.777	0.928	0.995	0.855
CMCC-ESM2_CMIP6	[-]	1.35	1.35	1.07	0.276	0.437	0.694	0.741	0.790	0.953	0.642	0.783
CNRM-ESM2-1_CCAM	[-]	1.06	1.07	1.07	-0.000362	0.303	0.370	0.862	0.833	0.963	0.970	0.892
CNRM-ESM2-1_CMIP6	[-]	1.16	1.16	1.10	0.0576	0.402	0.341	0.825	0.740	0.977	0.964	0.849
EC-Earth3_BARPA	[-]	1.12	1.10	1.07	0.0321	0.300	0.896	0.926	0.799	0.917	0.997	0.888
EC-Earth3_CCAM	[-]	0.938	0.945	1.07	-0.126	0.292	0.695	0.866	0.840	0.933	0.980	0.892
EC-Earth3_CMIP6	[-]	1.24	1.24	1.06	0.172	0.363	1.65	0.827	0.782	0.816	0.929	0.827
ERA5_BARPA	[-]	1.32	1.31	1.07	0.240	0.332	0.500	0.820	0.841	0.961	0.963	0.885
ERA5_CCAM	[-]	1.04	1.05	1.07	-0.0247	0.248	0.854	0.897	0.850	0.898	0.995	0.898
MPI-ESM1-2-HR_BARPA	[-]	1.19	1.18	1.07	0.103	0.485	0.194	0.894	0.689	0.985	0.992	0.850
MPI-ESM1-2-HR_CMIP6	[-]	0.916	0.916	1.07	-0.152	0.325	0.203	0.861	0.800	0.986	0.262	0.742
NorESM2-MM_BARPA	[-]	1.48	1.47	1.07	0.397	0.548	1.20	0.727	0.743	0.889	0.888	0.798
NorESM2-MM_CCAM	[-]	1.34	1.35	1.07	0.282	0.429	0.946	0.795	0.784	0.920	0.919	0.840
NorESM2-MM_CMIP6	[-]	1.85	1.85	1.07	0.784	0.865	1.03	0.487	0.709	0.930	0.899	0.747

	Download Data	Period Mean (original grids) [d]	Model Period Mean (intersection) [d]	Benchmark Period Mean (intersection) [d]	Bias [d]	RMSE [d]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.598
ACCESS-CM2_BARPA	[-]	0.573	0.587	0.598	-0.0113	0.251	2.48	0.892	0.789	0.597	0.636	0.740
ACCESS-CM2_CCAM	[-]	0.627	0.635	0.598	0.0373	0.248	1.80	0.903	0.787	0.748	0.874	0.820
ACCESS-CM2_CMIP6	[-]	0.686	0.686	0.560	0.126	0.247	3.00	0.854	0.778	0.505	0.327	0.648
ACCESS-ESM1-5_BARPA	[-]	0.518	0.528	0.598	-0.0698	0.312	3.97	0.889	0.733	0.342	0.794	0.698
ACCESS-ESM1-5_CCAM	[-]	0.657	0.662	0.598	0.0642	0.281	3.32	0.901	0.757	0.475	0.969	0.772
ACCESS-ESM1-5_CMIP6	[-]	0.810	0.810	0.545	0.264	0.511	5.02	0.710	0.563	0.0740	0.0342	0.389
CESM2_BARPA	[-]	0.656	0.673	0.598	0.0745	0.316	3.75	0.898	0.733	0.391	0.659	0.683
CESM2_CCAM	[-]	0.434	0.444	0.598	-0.154	0.315	1.84	0.838	0.761	0.733	0.859	0.790
CESM2_CMIP6	[-]	1.25	1.25	0.587	0.667	0.767	5.06	0.434	0.627	0.165	0.647	0.500
CMCC-ESM2_BARPA	[-]	0.594	0.611	0.598	0.0127	0.286	3.49	0.906	0.754	0.422	0.646	0.696
CMCC-ESM2_CCAM	[-]	0.765	0.776	0.598	0.178	0.377	3.46	0.823	0.710	0.414	0.842	0.700
CMCC-ESM2_CMIP6	[-]	1.09	1.09	0.587	0.505	0.634	5.06	0.543	0.631	0.165	0.569	0.508
CNRM-ESM2-1_CCAM	[-]	0.445	0.452	0.598	-0.146	0.328	2.83	0.843	0.741	0.545	0.926	0.759
CNRM-ESM2-1_CMIP6	[-]	0.630	0.630	0.619	0.0107	0.298	2.02	0.841	0.712	0.669	0.240	0.635
EC-Earth3_BARPA	[-]	0.411	0.413	0.598	-0.186	0.296	1.72	0.821	0.785	0.732	0.993	0.823
EC-Earth3_CCAM	[-]	0.541	0.541	0.598	-0.0576	0.309	1.38	0.904	0.733	0.789	0.981	0.828
EC-Earth3_CMIP6	[-]	0.371	0.371	0.577	-0.206	0.315	2.36	0.780	0.751	0.590	0.704	0.715
ERA5_BARPA	[-]	0.623	0.634	0.598	0.0354	0.245	3.19	0.925	0.782	0.495	0.860	0.769
ERA5_CCAM	[-]	0.677	0.682	0.598	0.0839	0.237	2.44	0.885	0.808	0.607	0.986	0.819
MPI-ESM1-2-HR_BARPA	[-]	0.432	0.440	0.598	-0.159	0.279	1.88	0.840	0.796	0.709	0.803	0.789
MPI-ESM1-2-HR_CMIP6	[-]	0.327	0.327	0.601	-0.274	0.339	0.334	0.709	0.785	0.959	0.733	0.794
NorESM2-MM_BARPA	[-]	0.672	0.692	0.598	0.0934	0.305	3.12	0.892	0.749	0.507	0.589	0.697
NorESM2-MM_CCAM	[-]	0.688	0.702	0.598	0.104	0.305	2.77	0.861	0.763	0.542	0.591	0.704
NorESM2-MM_CMIP6	[-]	1.26	1.26	0.587	0.678	0.723	1.53	0.429	0.732	0.737	0.539	0.634

	Download Data	Period Mean (original grids) [d]	Model Period Mean (intersection) [d]	Benchmark Period Mean (intersection) [d]	Bias [d]	RMSE [d]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.712
ACCESS-CM2_BARPA	[-]	0.908	0.907	0.712	0.195	0.319	2.04	0.817	0.774	0.720	0.561	0.729
ACCESS-CM2_CCAM	[-]	0.685	0.688	0.712	-0.0234	0.223	1.85	0.928	0.807	0.756	0.631	0.786
ACCESS-CM2_CMIP6	[-]	0.991	0.991	0.709	0.283	0.428	1.02	0.705	0.682	0.933	0.0799	0.617
ACCESS-ESM1-5_BARPA	[-]	0.842	0.839	0.712	0.127	0.279	2.61	0.873	0.780	0.600	0.607	0.728
ACCESS-ESM1-5_CCAM	[-]	0.688	0.689	0.712	-0.0228	0.239	1.98	0.912	0.797	0.701	0.491	0.740
ACCESS-ESM1-5_CMIP6	[-]	1.12	1.12	0.711	0.411	0.487	3.53	0.604	0.730	0.409	0.000946	0.495
CESM2_BARPA	[-]	1.02	1.02	0.712	0.306	0.436	2.73	0.726	0.729	0.605	0.595	0.677
CESM2_CCAM	[-]	0.672	0.676	0.712	-0.0357	0.368	1.71	0.906	0.698	0.763	0.385	0.690
CESM2_CMIP6	[-]	1.18	1.18	0.712	0.470	0.545	3.24	0.581	0.729	0.522	0.649	0.642
CMCC-ESM2_BARPA	[-]	0.891	0.889	0.712	0.177	0.343	2.59	0.833	0.742	0.594	0.539	0.690
CMCC-ESM2_CCAM	[-]	0.841	0.845	0.712	0.133	0.265	2.27	0.861	0.801	0.627	0.395	0.697
CMCC-ESM2_CMIP6	[-]	0.867	0.867	0.712	0.155	0.229	0.00	0.837	0.826	1.00	0.501	0.798
CNRM-ESM2-1_CCAM	[-]	0.556	0.559	0.712	-0.153	0.261	1.98	0.845	0.820	0.678	0.440	0.721
CNRM-ESM2-1_CMIP6	[-]	0.423	0.423	0.715	-0.292	0.329	0.00	0.694	0.823	1.00	1.00	0.868
EC-Earth3_BARPA	[-]	0.614	0.613	0.712	-0.0988	0.271	2.74	0.892	0.781	0.564	0.525	0.709
EC-Earth3_CCAM	[-]	0.522	0.521	0.712	-0.191	0.303	2.13	0.819	0.797	0.649	0.537	0.720
EC-Earth3_CMIP6	[-]	0.522	0.522	0.709	-0.186	0.301	3.02	0.807	0.769	0.492	0.447	0.657
ERA5_BARPA	[-]	0.896	0.894	0.712	0.182	0.284	2.41	0.826	0.803	0.624	0.582	0.727
ERA5_CCAM	[-]	0.697	0.701	0.712	-0.0113	0.193	2.62	0.925	0.834	0.582	0.596	0.754
MPI-ESM1-2-HR_BARPA	[-]	0.761	0.760	0.712	0.0480	0.277	1.25	0.933	0.759	0.822	0.721	0.799
MPI-ESM1-2-HR_CMIP6	[-]	0.404	0.404	0.711	-0.307	0.383	0.407	0.693	0.759	0.973	0.144	0.666
NorESM2-MM_BARPA	[-]	1.04	1.04	0.712	0.327	0.436	2.59	0.712	0.744	0.569	0.416	0.637
NorESM2-MM_CCAM	[-]	0.954	0.960	0.712	0.248	0.396	2.57	0.775	0.733	0.596	0.319	0.631
NorESM2-MM_CMIP6	[-]	1.30	1.30	0.712	0.589	0.664	3.07	0.507	0.706	0.494	0.267	0.536

	Download Data	Period Mean (original grids) [d]	Model Period Mean (intersection) [d]	Benchmark Period Mean (intersection) [d]	Bias [d]	RMSE [d]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.308
ACCESS-CM2_BARPA	[-]	0.554	0.550	0.308	0.242	0.292	0.899	0.659	0.761	0.919	0.992	0.819
ACCESS-CM2_CCAM	[-]	0.349	0.346	0.308	0.0379	0.145	0.914	0.919	0.795	0.910	0.918	0.868
ACCESS-CM2_CMIP6	[-]	0.455	0.455	0.314	0.141	0.207	0.758	0.744	0.728	0.950	0.882	0.806
ACCESS-ESM1-5_BARPA	[-]	0.478	0.476	0.308	0.168	0.298	2.50	0.748	0.659	0.637	0.995	0.739
ACCESS-ESM1-5_CCAM	[-]	0.338	0.334	0.308	0.0262	0.148	0.622	0.939	0.788	0.939	0.994	0.890
ACCESS-ESM1-5_CMIP6	[-]	0.515	0.515	0.306	0.209	0.323	2.71	0.649	0.596	0.521	0.723	0.617
CESM2_BARPA	[-]	0.589	0.585	0.308	0.277	0.382	2.87	0.622	0.641	0.535	0.938	0.675
CESM2_CCAM	[-]	0.328	0.323	0.308	0.0152	0.234	1.50	0.953	0.674	0.827	0.996	0.825
CESM2_CMIP6	[-]	0.610	0.610	0.294	0.317	0.403	3.47	0.515	0.601	0.409	0.783	0.582
CMCC-ESM2_BARPA	[-]	0.563	0.561	0.308	0.253	0.387	3.32	0.647	0.607	0.438	0.973	0.654
CMCC-ESM2_CCAM	[-]	0.474	0.470	0.308	0.162	0.278	1.16	0.753	0.682	0.831	0.965	0.783
CMCC-ESM2_CMIP6	[-]	0.353	0.353	0.294	0.0594	0.186	1.03	0.882	0.691	0.845	0.995	0.821
CNRM-ESM2-1_CCAM	[-]	0.270	0.267	0.308	-0.0404	0.147	0.848	0.924	0.794	0.915	0.928	0.871
CNRM-ESM2-1_CMIP6	[-]	0.204	0.204	0.255	-0.0515	0.154	0.613	0.876	0.729	0.959	0.957	0.850
EC-Earth3_BARPA	[-]	0.326	0.323	0.308	0.0151	0.204	2.85	0.950	0.708	0.520	0.997	0.777
EC-Earth3_CCAM	[-]	0.201	0.199	0.308	-0.109	0.203	1.57	0.835	0.751	0.796	0.893	0.805
EC-Earth3_CMIP6	[-]	0.162	0.162	0.313	-0.151	0.218	1.12	0.754	0.742	0.869	0.761	0.774
ERA5_BARPA	[-]	0.551	0.546	0.308	0.238	0.305	1.77	0.662	0.721	0.731	0.994	0.766
ERA5_CCAM	[-]	0.332	0.329	0.308	0.0206	0.120	0.502	0.930	0.828	0.958	0.934	0.896
MPI-ESM1-2-HR_BARPA	[-]	0.407	0.402	0.308	0.0937	0.199	1.25	0.849	0.743	0.831	0.993	0.832
MPI-ESM1-2-HR_CMIP6	[-]	0.105	0.105	0.312	-0.208	0.254	0.457	0.670	0.750	0.970	0.390	0.706
NorESM2-MM_BARPA	[-]	0.661	0.655	0.308	0.348	0.437	3.35	0.553	0.638	0.412	0.880	0.624
NorESM2-MM_CCAM	[-]	0.591	0.587	0.308	0.279	0.368	1.89	0.618	0.666	0.739	0.988	0.735
NorESM2-MM_CMIP6	[-]	0.733	0.733	0.294	0.439	0.501	3.07	0.398	0.607	0.485	0.752	0.570

	Download Data	Period Mean (original grids) [d]	Model Period Mean (intersection) [d]	Benchmark Period Mean (intersection) [d]	Bias [d]	RMSE [d]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.362
ACCESS-CM2_BARPA	[-]	0.495	0.497	0.362	0.135	0.227	0.646	0.825	0.774	0.929	0.962	0.853
ACCESS-CM2_CCAM	[-]	0.369	0.370	0.362	0.00807	0.160	0.720	0.943	0.802	0.931	0.961	0.888
ACCESS-CM2_CMIP6	[-]	0.376	0.376	0.352	0.0244	0.181	0.699	0.918	0.745	0.908	0.990	0.861
ACCESS-ESM1-5_BARPA	[-]	0.441	0.442	0.362	0.0799	0.191	1.04	0.882	0.788	0.863	0.992	0.863
ACCESS-ESM1-5_CCAM	[-]	0.305	0.307	0.362	-0.0552	0.175	0.498	0.918	0.804	0.954	0.988	0.894
ACCESS-ESM1-5_CMIP6	[-]	0.323	0.323	0.361	-0.0381	0.340	2.62	0.881	0.588	0.582	0.748	0.677
CESM2_BARPA	[-]	0.542	0.543	0.362	0.181	0.277	0.578	0.765	0.752	0.941	0.985	0.839
CESM2_CCAM	[-]	0.483	0.486	0.362	0.124	0.311	0.588	0.847	0.679	0.952	0.866	0.804
CESM2_CMIP6	[-]	0.492	0.492	0.370	0.122	0.267	0.509	0.812	0.704	0.962	0.980	0.832
CMCC-ESM2_BARPA	[-]	0.459	0.460	0.362	0.0978	0.171	0.693	0.857	0.823	0.943	0.979	0.885
CMCC-ESM2_CCAM	[-]	0.430	0.430	0.362	0.0683	0.204	1.00	0.875	0.779	0.889	0.984	0.861
CMCC-ESM2_CMIP6	[-]	0.430	0.430	0.370	0.0604	0.203	0.860	0.895	0.737	0.920	0.986	0.855
CNRM-ESM2-1_CCAM	[-]	0.399	0.401	0.362	0.0389	0.162	0.783	0.923	0.801	0.937	0.991	0.891
CNRM-ESM2-1_CMIP6	[-]	0.345	0.345	0.342	0.00228	0.230	0.810	0.874	0.707	0.946	0.928	0.833
EC-Earth3_BARPA	[-]	0.385	0.388	0.362	0.0263	0.172	0.811	0.944	0.788	0.909	0.997	0.885
EC-Earth3_CCAM	[-]	0.312	0.315	0.362	-0.0472	0.173	0.627	0.927	0.792	0.940	0.994	0.889
EC-Earth3_CMIP6	[-]	0.244	0.244	0.359	-0.114	0.210	0.912	0.833	0.759	0.883	0.985	0.844
ERA5_BARPA	[-]	0.550	0.552	0.362	0.190	0.237	0.843	0.756	0.817	0.890	0.987	0.853
ERA5_CCAM	[-]	0.359	0.361	0.362	-0.00125	0.125	0.456	0.944	0.845	0.959	0.990	0.917
MPI-ESM1-2-HR_BARPA	[-]	0.443	0.445	0.362	0.0824	0.197	0.528	0.877	0.781	0.950	0.980	0.874
MPI-ESM1-2-HR_CMIP6	[-]	0.165	0.165	0.360	-0.194	0.276	0.319	0.751	0.759	0.976	0.531	0.755
NorESM2-MM_BARPA	[-]	0.591	0.594	0.362	0.232	0.308	0.763	0.713	0.754	0.919	0.965	0.821
NorESM2-MM_CCAM	[-]	0.473	0.475	0.362	0.112	0.221	0.709	0.836	0.774	0.944	0.990	0.864
NorESM2-MM_CMIP6	[-]	0.588	0.588	0.370	0.218	0.321	0.937	0.696	0.695	0.907	0.994	0.797

	Download Data	Period Mean (original grids) [d]	Model Period Mean (intersection) [d]	Benchmark Period Mean (intersection) [d]	Bias [d]	RMSE [d]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.171
ACCESS-CM2_BARPA	[-]	0.279	0.278	0.171	0.107	0.226	1.22	0.725	0.620	0.884	0.972	0.764
ACCESS-CM2_CCAM	[-]	0.363	0.369	0.171	0.198	0.398	1.33	0.575	0.440	0.869	0.919	0.649
ACCESS-CM2_CMIP6	[-]	0.174	0.174	0.159	0.0154	0.174	0.592	0.868	0.586	0.962	0.979	0.796
ACCESS-ESM1-5_BARPA	[-]	0.292	0.289	0.171	0.118	0.230	0.570	0.696	0.618	0.951	0.966	0.770
ACCESS-ESM1-5_CCAM	[-]	0.440	0.446	0.171	0.276	0.488	1.02	0.475	0.379	0.897	0.821	0.590
ACCESS-ESM1-5_CMIP6	[-]	0.120	0.120	0.110	0.00997	0.126	0.245	0.922	0.620	0.984	0.890	0.807
CESM2_BARPA	[-]	0.251	0.250	0.171	0.0791	0.190	0.848	0.760	0.680	0.912	0.943	0.795
CESM2_CCAM	[-]	0.396	0.402	0.171	0.231	0.460	1.37	0.519	0.380	0.844	0.835	0.592
CESM2_CMIP6	[-]	0.103	0.103	0.124	-0.0210	0.102	0.764	0.916	0.716	0.926	0.983	0.851
CMCC-ESM2_BARPA	[-]	0.226	0.224	0.171	0.0535	0.170	0.739	0.787	0.689	0.927	0.934	0.805
CMCC-ESM2_CCAM	[-]	0.567	0.573	0.171	0.402	0.689	0.761	0.363	0.277	0.928	0.805	0.530
CMCC-ESM2_CMIP6	[-]	0.286	0.286	0.124	0.162	0.314	0.433	0.599	0.422	0.960	0.597	0.600
CNRM-ESM2-1_CCAM	[-]	0.398	0.396	0.171	0.225	0.426	0.943	0.537	0.426	0.898	0.810	0.620
CNRM-ESM2-1_CMIP6	[-]	0.0161	0.0161	0.0943	-0.0782	0.131	2.01	0.735	0.636	0.659	0.212	0.576
EC-Earth3_BARPA	[-]	0.242	0.242	0.171	0.0712	0.239	1.07	0.691	0.590	0.899	0.535	0.661
EC-Earth3_CCAM	[-]	0.516	0.522	0.171	0.351	0.642	1.02	0.400	0.289	0.889	0.638	0.501
EC-Earth3_CMIP6	[-]	0.313	0.313	0.156	0.157	0.380	0.851	0.566	0.338	0.935	0.952	0.626
ERA5_BARPA	[-]	0.278	0.276	0.171	0.105	0.199	0.712	0.710	0.662	0.939	0.946	0.784
ERA5_CCAM	[-]	0.491	0.499	0.171	0.328	0.522	0.778	0.426	0.371	0.930	0.869	0.593
MPI-ESM1-2-HR_BARPA	[-]	0.231	0.231	0.171	0.0603	0.193	0.548	0.777	0.634	0.953	0.899	0.779
MPI-ESM1-2-HR_CMIP6	[-]	0.0311	0.0311	0.150	-0.119	0.218	0.916	0.650	0.616	0.915	0.365	0.633
NorESM2-MM_BARPA	[-]	0.311	0.307	0.171	0.136	0.235	0.912	0.649	0.640	0.907	0.876	0.743
NorESM2-MM_CCAM	[-]	0.585	0.591	0.171	0.420	0.614	0.827	0.345	0.338	0.913	0.891	0.565
NorESM2-MM_CMIP6	[-]	0.145	0.145	0.124	0.0203	0.121	1.32	0.856	0.700	0.851	0.800	0.781