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	[-]	0.591
ACCESS-CM2_BARPA	[-]	0.498	0.498	0.591	-0.0936	0.296	0.829	0.919	0.808	0.919	0.947	0.880
ACCESS-CM2_CCAM	[-]	0.453	0.454	0.591	-0.138	0.366	0.925	0.909	0.787	0.902	0.715	0.820
ACCESS-CM2_CMIP6	[-]	0.562	0.562	0.598	-0.0363	0.315	0.759	0.904	0.786	0.928	0.960	0.873
ACCESS-ESM1-5_BARPA	[-]	0.521	0.521	0.591	-0.0706	0.283	0.838	0.915	0.809	0.916	0.975	0.885
ACCESS-ESM1-5_CCAM	[-]	0.470	0.470	0.591	-0.121	0.359	0.989	0.900	0.780	0.894	0.830	0.837
ACCESS-ESM1-5_CMIP6	[-]	0.592	0.592	0.595	-0.00257	0.339	0.787	0.902	0.749	0.926	0.982	0.862
CESM2_BARPA	[-]	0.400	0.400	0.591	-0.191	0.364	1.01	0.855	0.787	0.893	0.884	0.841
CESM2_CCAM	[-]	0.384	0.385	0.591	-0.206	0.435	1.37	0.854	0.742	0.814	0.810	0.793
CESM2_CMIP6	[-]	0.553	0.553	0.588	-0.0343	0.364	0.847	0.858	0.764	0.913	0.936	0.847
CMCC-ESM2_BARPA	[-]	0.389	0.388	0.591	-0.203	0.416	1.33	0.844	0.754	0.820	0.905	0.815
CMCC-ESM2_CCAM	[-]	0.552	0.552	0.591	-0.0394	0.361	0.969	0.885	0.790	0.896	0.787	0.830
CMCC-ESM2_CMIP6	[-]	0.786	0.786	0.588	0.198	0.457	0.893	0.794	0.722	0.911	0.940	0.818
CNRM-ESM2-1_CCAM	[-]	0.509	0.509	0.591	-0.0818	0.342	0.803	0.907	0.796	0.920	0.729	0.830
CNRM-ESM2-1_CMIP6	[-]	0.497	0.497	0.592	-0.0952	0.336	0.841	0.900	0.762	0.911	0.908	0.849
EC-Earth3_BARPA	[-]	0.435	0.435	0.591	-0.156	0.310	0.904	0.881	0.812	0.905	0.927	0.867
EC-Earth3_CCAM	[-]	0.543	0.543	0.591	-0.0483	0.329	0.725	0.892	0.790	0.930	0.796	0.840
EC-Earth3_CMIP6	[-]	0.578	0.578	0.590	-0.0120	0.324	0.734	0.914	0.756	0.930	0.922	0.856
ERA5_BARPA	[-]	0.476	0.476	0.591	-0.116	0.303	1.03	0.903	0.810	0.890	0.960	0.875
ERA5_CCAM	[-]	0.509	0.509	0.591	-0.0822	0.262	0.664	0.921	0.842	0.928	0.889	0.884
MPI-ESM1-2-HR_BARPA	[-]	0.390	0.390	0.591	-0.201	0.369	0.927	0.851	0.783	0.904	0.887	0.842
MPI-ESM1-2-HR_CMIP6	[-]	0.337	0.337	0.596	-0.259	0.420	0.882	0.812	0.769	0.906	0.753	0.802
NorESM2-MM_BARPA	[-]	0.445	0.445	0.591	-0.147	0.390	1.41	0.886	0.756	0.813	0.917	0.826
NorESM2-MM_CCAM	[-]	0.465	0.465	0.591	-0.126	0.368	0.892	0.896	0.782	0.904	0.798	0.832
NorESM2-MM_CMIP6	[-]	0.659	0.659	0.588	0.0714	0.393	0.882	0.829	0.757	0.909	0.837	0.818

	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	[-]	0.507
ACCESS-CM2_BARPA	[-]	0.422	0.423	0.507	-0.0834	0.226	0.512	0.916	0.809	0.963	0.981	0.905
ACCESS-CM2_CCAM	[-]	0.447	0.448	0.507	-0.0582	0.224	0.883	0.930	0.806	0.922	0.832	0.865
ACCESS-CM2_CMIP6	[-]	0.460	0.460	0.488	-0.0283	0.224	0.928	0.920	0.776	0.939	0.987	0.891
ACCESS-ESM1-5_BARPA	[-]	0.464	0.466	0.507	-0.0409	0.214	0.654	0.924	0.815	0.952	0.988	0.908
ACCESS-ESM1-5_CCAM	[-]	0.456	0.457	0.507	-0.0493	0.246	0.758	0.918	0.791	0.934	0.987	0.895
ACCESS-ESM1-5_CMIP6	[-]	0.516	0.516	0.518	-0.00277	0.286	0.540	0.899	0.743	0.964	0.778	0.835
CESM2_BARPA	[-]	0.355	0.357	0.507	-0.150	0.251	0.880	0.856	0.811	0.921	0.913	0.868
CESM2_CCAM	[-]	0.423	0.424	0.507	-0.0828	0.215	0.505	0.918	0.816	0.966	0.954	0.903
CESM2_CMIP6	[-]	0.379	0.379	0.506	-0.127	0.296	0.480	0.840	0.757	0.968	0.549	0.776
CMCC-ESM2_BARPA	[-]	0.315	0.316	0.507	-0.190	0.315	0.772	0.820	0.768	0.923	0.935	0.851
CMCC-ESM2_CCAM	[-]	0.462	0.463	0.507	-0.0438	0.208	0.650	0.916	0.827	0.941	0.949	0.899
CMCC-ESM2_CMIP6	[-]	0.552	0.552	0.506	0.0456	0.231	0.657	0.860	0.813	0.947	0.633	0.813
CNRM-ESM2-1_CCAM	[-]	0.501	0.501	0.507	-0.00525	0.223	0.945	0.916	0.813	0.915	0.738	0.842
CNRM-ESM2-1_CMIP6	[-]	0.521	0.521	0.511	0.0105	0.208	0.936	0.939	0.797	0.909	0.985	0.895
EC-Earth3_BARPA	[-]	0.345	0.347	0.507	-0.160	0.279	0.514	0.849	0.789	0.959	0.743	0.830
EC-Earth3_CCAM	[-]	0.525	0.527	0.507	0.0200	0.209	0.785	0.917	0.823	0.935	0.788	0.861
EC-Earth3_CMIP6	[-]	0.568	0.568	0.503	0.0646	0.201	1.02	0.925	0.812	0.909	0.877	0.873
ERA5_BARPA	[-]	0.350	0.351	0.507	-0.155	0.273	0.934	0.851	0.793	0.909	0.879	0.851
ERA5_CCAM	[-]	0.453	0.454	0.507	-0.0528	0.187	0.628	0.928	0.841	0.944	0.901	0.896
MPI-ESM1-2-HR_BARPA	[-]	0.285	0.286	0.507	-0.221	0.343	0.805	0.796	0.761	0.931	0.691	0.791
MPI-ESM1-2-HR_CMIP6	[-]	0.353	0.353	0.509	-0.156	0.267	0.487	0.842	0.787	0.958	0.991	0.882
NorESM2-MM_BARPA	[-]	0.283	0.284	0.507	-0.222	0.359	0.825	0.793	0.746	0.915	0.802	0.807
NorESM2-MM_CCAM	[-]	0.372	0.374	0.507	-0.133	0.261	0.528	0.874	0.800	0.958	0.730	0.836
NorESM2-MM_CMIP6	[-]	0.346	0.346	0.506	-0.160	0.295	0.796	0.825	0.770	0.927	0.671	0.795

	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	[-]	0.707
ACCESS-CM2_BARPA	[-]	0.490	0.491	0.707	-0.216	0.347	0.876	0.841	0.806	0.921	0.979	0.872
ACCESS-CM2_CCAM	[-]	0.457	0.457	0.707	-0.250	0.408	1.05	0.820	0.772	0.905	0.781	0.814
ACCESS-CM2_CMIP6	[-]	0.531	0.531	0.762	-0.231	0.360	0.709	0.805	0.787	0.946	0.967	0.841
ACCESS-ESM1-5_BARPA	[-]	0.554	0.555	0.707	-0.152	0.296	0.936	0.884	0.816	0.905	0.975	0.886
ACCESS-ESM1-5_CCAM	[-]	0.451	0.451	0.707	-0.256	0.416	1.09	0.816	0.767	0.890	0.878	0.817
ACCESS-ESM1-5_CMIP6	[-]	0.674	0.674	0.695	-0.0211	0.417	1.15	0.881	0.711	0.894	0.614	0.763
CESM2_BARPA	[-]	0.490	0.490	0.707	-0.217	0.338	1.03	0.836	0.811	0.892	0.986	0.870
CESM2_CCAM	[-]	0.481	0.482	0.707	-0.225	0.362	0.892	0.836	0.797	0.927	0.947	0.846
CESM2_CMIP6	[-]	0.496	0.496	0.694	-0.198	0.393	0.886	0.799	0.766	0.920	0.403	0.716
CMCC-ESM2_BARPA	[-]	0.421	0.421	0.707	-0.286	0.439	1.18	0.791	0.766	0.867	0.940	0.831
CMCC-ESM2_CCAM	[-]	0.479	0.478	0.707	-0.229	0.366	0.889	0.833	0.795	0.915	0.888	0.842
CMCC-ESM2_CMIP6	[-]	0.653	0.653	0.694	-0.0411	0.365	0.840	0.825	0.770	0.910	0.370	0.744
CNRM-ESM2-1_CCAM	[-]	0.480	0.480	0.707	-0.227	0.404	1.42	0.833	0.768	0.841	0.950	0.833
CNRM-ESM2-1_CMIP6	[-]	0.761	0.761	0.731	0.0298	0.312	1.14	0.927	0.768	0.897	0.980	0.848
EC-Earth3_BARPA	[-]	0.486	0.486	0.707	-0.221	0.367	0.953	0.831	0.796	0.925	0.961	0.866
EC-Earth3_CCAM	[-]	0.536	0.536	0.707	-0.171	0.320	0.970	0.875	0.808	0.899	0.906	0.849
EC-Earth3_CMIP6	[-]	0.713	0.713	0.711	0.00157	0.266	1.09	0.948	0.798	0.887	0.997	0.897
ERA5_BARPA	[-]	0.504	0.504	0.707	-0.203	0.324	0.958	0.847	0.817	0.884	0.984	0.863
ERA5_CCAM	[-]	0.486	0.487	0.707	-0.220	0.361	1.17	0.839	0.797	0.859	0.927	0.839
MPI-ESM1-2-HR_BARPA	[-]	0.389	0.388	0.707	-0.319	0.440	0.795	0.772	0.785	0.903	0.983	0.842
MPI-ESM1-2-HR_CMIP6	[-]	0.442	0.442	0.720	-0.278	0.408	1.11	0.785	0.776	0.893	0.985	0.838
NorESM2-MM_BARPA	[-]	0.425	0.424	0.707	-0.283	0.461	1.44	0.793	0.745	0.825	0.981	0.819
NorESM2-MM_CCAM	[-]	0.437	0.436	0.707	-0.271	0.431	0.996	0.806	0.764	0.920	0.887	0.832
NorESM2-MM_CMIP6	[-]	0.450	0.450	0.694	-0.244	0.418	1.33	0.778	0.760	0.844	0.423	0.667

	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	[-]	1.12
ACCESS-CM2_BARPA	[-]	0.905	0.903	1.12	-0.215	0.534	0.646	0.904	0.812	0.957	0.952	0.874
ACCESS-CM2_CCAM	[-]	0.672	0.674	1.12	-0.444	0.823	0.631	0.827	0.740	0.956	0.685	0.784
ACCESS-CM2_CMIP6	[-]	0.966	0.966	1.12	-0.152	0.576	0.555	0.911	0.785	0.962	0.865	0.850
ACCESS-ESM1-5_BARPA	[-]	0.966	0.963	1.12	-0.154	0.448	0.412	0.924	0.835	0.972	0.875	0.893
ACCESS-ESM1-5_CCAM	[-]	0.757	0.757	1.12	-0.360	0.725	0.639	0.857	0.762	0.958	0.607	0.790
ACCESS-ESM1-5_CMIP6	[-]	1.15	1.15	1.10	0.0540	0.467	0.355	0.937	0.806	0.977	0.984	0.906
CESM2_BARPA	[-]	0.757	0.754	1.12	-0.364	0.639	0.550	0.853	0.793	0.958	0.820	0.837
CESM2_CCAM	[-]	0.699	0.702	1.12	-0.416	0.752	0.621	0.833	0.755	0.959	0.661	0.781
CESM2_CMIP6	[-]	1.22	1.22	1.10	0.118	0.598	0.547	0.918	0.759	0.964	0.962	0.889
CMCC-ESM2_BARPA	[-]	0.767	0.763	1.12	-0.355	0.712	0.446	0.854	0.760	0.970	0.930	0.849
CMCC-ESM2_CCAM	[-]	0.747	0.750	1.12	-0.368	0.723	0.610	0.852	0.768	0.959	0.699	0.810
CMCC-ESM2_CMIP6	[-]	1.31	1.31	1.10	0.204	0.529	0.684	0.879	0.798	0.951	0.809	0.815
CNRM-ESM2-1_CCAM	[-]	0.735	0.738	1.12	-0.379	0.750	0.522	0.850	0.754	0.964	0.697	0.799
CNRM-ESM2-1_CMIP6	[-]	0.842	0.842	1.10	-0.255	0.593	0.529	0.878	0.781	0.964	0.985	0.894
EC-Earth3_BARPA	[-]	0.847	0.844	1.12	-0.274	0.515	0.471	0.886	0.828	0.964	0.918	0.877
EC-Earth3_CCAM	[-]	0.802	0.803	1.12	-0.314	0.612	0.373	0.870	0.798	0.975	0.756	0.829
EC-Earth3_CMIP6	[-]	0.929	0.929	1.11	-0.182	0.470	0.582	0.919	0.821	0.955	0.784	0.853
ERA5_BARPA	[-]	0.916	0.913	1.12	-0.205	0.535	0.680	0.912	0.804	0.951	0.928	0.882
ERA5_CCAM	[-]	0.853	0.855	1.12	-0.263	0.548	0.476	0.889	0.814	0.967	0.823	0.845
MPI-ESM1-2-HR_BARPA	[-]	0.746	0.744	1.12	-0.374	0.630	0.501	0.845	0.798	0.965	0.942	0.853
MPI-ESM1-2-HR_CMIP6	[-]	0.624	0.624	1.10	-0.480	0.757	0.556	0.798	0.763	0.964	0.917	0.845
NorESM2-MM_BARPA	[-]	0.833	0.830	1.12	-0.288	0.647	0.314	0.879	0.773	0.978	0.899	0.864
NorESM2-MM_CCAM	[-]	0.736	0.735	1.12	-0.382	0.723	0.379	0.847	0.767	0.975	0.551	0.787
NorESM2-MM_CMIP6	[-]	1.46	1.46	1.10	0.356	0.607	0.475	0.839	0.790	0.968	0.988	0.876

	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	[-]	0.280
ACCESS-CM2_BARPA	[-]	0.223	0.223	0.280	-0.0570	0.162	1.67	0.911	0.789	0.770	0.978	0.854
ACCESS-CM2_CCAM	[-]	0.271	0.271	0.280	-0.00908	0.155	1.81	0.922	0.795	0.752	0.706	0.794
ACCESS-CM2_CMIP6	[-]	0.201	0.201	0.290	-0.0891	0.157	0.906	0.846	0.792	0.893	0.694	0.805
ACCESS-ESM1-5_BARPA	[-]	0.224	0.223	0.280	-0.0567	0.189	2.01	0.911	0.749	0.734	0.980	0.833
ACCESS-ESM1-5_CCAM	[-]	0.260	0.260	0.280	-0.0205	0.178	1.50	0.913	0.769	0.810	0.806	0.818
ACCESS-ESM1-5_CMIP6	[-]	0.179	0.179	0.302	-0.123	0.206	1.29	0.797	0.761	0.845	0.755	0.786
CESM2_BARPA	[-]	0.174	0.174	0.280	-0.106	0.193	2.03	0.840	0.773	0.711	0.967	0.817
CESM2_CCAM	[-]	0.222	0.221	0.280	-0.0592	0.176	1.46	0.894	0.777	0.808	0.857	0.827
CESM2_CMIP6	[-]	0.135	0.135	0.295	-0.160	0.224	1.65	0.764	0.757	0.790	0.345	0.674
CMCC-ESM2_BARPA	[-]	0.154	0.154	0.280	-0.126	0.214	2.79	0.814	0.760	0.539	0.922	0.759
CMCC-ESM2_CCAM	[-]	0.288	0.288	0.280	0.00844	0.152	1.40	0.902	0.810	0.813	0.821	0.834
CMCC-ESM2_CMIP6	[-]	0.251	0.251	0.295	-0.0442	0.183	1.42	0.854	0.765	0.841	0.622	0.770
CNRM-ESM2-1_CCAM	[-]	0.333	0.333	0.280	0.0532	0.181	1.34	0.865	0.780	0.854	0.893	0.841
CNRM-ESM2-1_CMIP6	[-]	0.323	0.323	0.294	0.0285	0.189	1.40	0.897	0.715	0.831	0.989	0.842
EC-Earth3_BARPA	[-]	0.241	0.240	0.280	-0.0402	0.154	1.46	0.927	0.798	0.800	0.983	0.868
EC-Earth3_CCAM	[-]	0.387	0.387	0.280	0.107	0.234	1.19	0.786	0.735	0.861	0.774	0.783
EC-Earth3_CMIP6	[-]	0.363	0.363	0.289	0.0742	0.192	0.896	0.849	0.735	0.880	0.954	0.841
ERA5_BARPA	[-]	0.209	0.209	0.280	-0.0712	0.152	1.99	0.886	0.810	0.682	0.973	0.835
ERA5_CCAM	[-]	0.282	0.282	0.280	0.00159	0.136	1.26	0.908	0.832	0.831	0.788	0.839
MPI-ESM1-2-HR_BARPA	[-]	0.235	0.235	0.280	-0.0455	0.184	1.99	0.896	0.769	0.684	0.982	0.826
MPI-ESM1-2-HR_CMIP6	[-]	0.244	0.244	0.280	-0.0367	0.150	1.44	0.902	0.778	0.802	0.990	0.858
NorESM2-MM_BARPA	[-]	0.202	0.201	0.280	-0.0786	0.190	2.73	0.886	0.758	0.575	0.932	0.785
NorESM2-MM_CCAM	[-]	0.231	0.232	0.280	-0.0481	0.145	1.04	0.909	0.825	0.866	0.754	0.837
NorESM2-MM_CMIP6	[-]	0.146	0.146	0.295	-0.149	0.205	1.21	0.781	0.782	0.849	0.352	0.701

	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	[-]	0.454
ACCESS-CM2_BARPA	[-]	0.420	0.420	0.454	-0.0340	0.227	0.726	0.942	0.813	0.936	0.987	0.909
ACCESS-CM2_CCAM	[-]	0.419	0.419	0.454	-0.0350	0.238	0.791	0.948	0.808	0.921	0.993	0.900
ACCESS-CM2_CMIP6	[-]	0.510	0.510	0.459	0.0503	0.236	0.627	0.929	0.798	0.949	0.934	0.897
ACCESS-ESM1-5_BARPA	[-]	0.436	0.436	0.454	-0.0181	0.233	0.735	0.929	0.810	0.938	0.941	0.900
ACCESS-ESM1-5_CCAM	[-]	0.422	0.422	0.454	-0.0320	0.254	0.924	0.928	0.793	0.903	0.985	0.878
ACCESS-ESM1-5_CMIP6	[-]	0.469	0.469	0.449	0.0199	0.292	0.789	0.921	0.741	0.931	0.941	0.878
CESM2_BARPA	[-]	0.316	0.316	0.454	-0.138	0.301	0.974	0.867	0.785	0.907	0.989	0.868
CESM2_CCAM	[-]	0.288	0.288	0.454	-0.166	0.384	1.51	0.857	0.729	0.780	0.886	0.788
CESM2_CMIP6	[-]	0.439	0.439	0.452	-0.0131	0.303	0.726	0.873	0.768	0.934	0.803	0.846
CMCC-ESM2_BARPA	[-]	0.305	0.305	0.454	-0.149	0.353	1.50	0.856	0.745	0.791	0.986	0.826
CMCC-ESM2_CCAM	[-]	0.552	0.553	0.454	0.0986	0.270	0.996	0.900	0.797	0.893	0.971	0.883
CMCC-ESM2_CMIP6	[-]	0.756	0.756	0.452	0.304	0.515	0.809	0.745	0.677	0.927	0.708	0.765
CNRM-ESM2-1_CCAM	[-]	0.477	0.477	0.454	0.0229	0.225	0.693	0.942	0.817	0.934	0.991	0.907
CNRM-ESM2-1_CMIP6	[-]	0.381	0.381	0.463	-0.0821	0.286	0.625	0.904	0.769	0.938	0.622	0.801
EC-Earth3_BARPA	[-]	0.336	0.337	0.454	-0.118	0.256	0.933	0.886	0.813	0.905	0.990	0.888
EC-Earth3_CCAM	[-]	0.495	0.496	0.454	0.0416	0.249	0.638	0.915	0.797	0.945	0.986	0.900
EC-Earth3_CMIP6	[-]	0.487	0.487	0.453	0.0342	0.305	0.658	0.925	0.736	0.944	0.988	0.881
ERA5_BARPA	[-]	0.382	0.382	0.454	-0.0719	0.246	1.03	0.917	0.811	0.900	0.987	0.894
ERA5_CCAM	[-]	0.447	0.448	0.454	-0.00654	0.166	0.516	0.948	0.863	0.949	0.977	0.928
MPI-ESM1-2-HR_BARPA	[-]	0.301	0.301	0.454	-0.153	0.300	0.844	0.860	0.785	0.929	0.966	0.868
MPI-ESM1-2-HR_CMIP6	[-]	0.242	0.242	0.454	-0.212	0.342	0.728	0.810	0.772	0.936	0.813	0.836
NorESM2-MM_BARPA	[-]	0.368	0.368	0.454	-0.0861	0.336	1.67	0.908	0.747	0.777	0.986	0.845
NorESM2-MM_CCAM	[-]	0.434	0.435	0.454	-0.0192	0.275	0.918	0.933	0.784	0.903	0.990	0.887
NorESM2-MM_CMIP6	[-]	0.546	0.546	0.452	0.0942	0.358	0.757	0.850	0.739	0.937	0.685	0.826

	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	[-]	0.721
ACCESS-CM2_BARPA	[-]	0.572	0.580	0.721	-0.141	0.337	1.54	0.850	0.769	0.792	0.984	0.834
ACCESS-CM2_CCAM	[-]	0.524	0.524	0.721	-0.196	0.414	1.63	0.816	0.730	0.762	0.940	0.770
ACCESS-CM2_CMIP6	[-]	0.543	0.543	0.814	-0.271	0.407	2.26	0.731	0.720	0.617	0.978	0.736
ACCESS-ESM1-5_BARPA	[-]	0.548	0.556	0.721	-0.164	0.390	1.61	0.837	0.739	0.775	0.982	0.820
ACCESS-ESM1-5_CCAM	[-]	0.516	0.518	0.721	-0.202	0.453	1.49	0.807	0.710	0.796	0.971	0.778
ACCESS-ESM1-5_CMIP6	[-]	0.285	0.285	0.636	-0.351	0.425	1.51	0.632	0.743	0.790	0.849	0.698
CESM2_BARPA	[-]	0.524	0.530	0.721	-0.191	0.386	1.64	0.829	0.748	0.762	0.965	0.810
CESM2_CCAM	[-]	0.632	0.634	0.721	-0.0864	0.496	2.03	0.836	0.661	0.695	0.976	0.745
CESM2_CMIP6	[-]	0.308	0.308	0.697	-0.389	0.520	2.14	0.651	0.696	0.659	0.780	0.648
CMCC-ESM2_BARPA	[-]	0.508	0.510	0.721	-0.211	0.370	1.22	0.808	0.772	0.857	0.968	0.829
CMCC-ESM2_CCAM	[-]	0.505	0.502	0.721	-0.218	0.405	1.40	0.812	0.747	0.819	0.896	0.778
CMCC-ESM2_CMIP6	[-]	0.373	0.373	0.697	-0.324	0.419	1.78	0.693	0.748	0.739	0.865	0.710
CNRM-ESM2-1_CCAM	[-]	0.578	0.577	0.721	-0.144	0.336	1.31	0.849	0.770	0.840	0.955	0.822
CNRM-ESM2-1_CMIP6	[-]	0.728	0.728	0.809	-0.0807	0.343	1.60	0.874	0.691	0.787	0.992	0.812
EC-Earth3_BARPA	[-]	0.589	0.593	0.721	-0.128	0.310	1.46	0.857	0.786	0.818	0.981	0.850
EC-Earth3_CCAM	[-]	0.590	0.590	0.721	-0.130	0.338	1.30	0.839	0.772	0.847	0.950	0.814
EC-Earth3_CMIP6	[-]	0.674	0.674	0.716	-0.0415	0.332	1.34	0.850	0.727	0.850	0.979	0.810
ERA5_BARPA	[-]	0.556	0.560	0.721	-0.161	0.295	1.01	0.833	0.816	0.866	0.975	0.855
ERA5_CCAM	[-]	0.530	0.528	0.721	-0.192	0.339	1.21	0.822	0.791	0.843	0.934	0.820
MPI-ESM1-2-HR_BARPA	[-]	0.650	0.659	0.721	-0.0617	0.328	1.76	0.863	0.760	0.755	0.954	0.822
MPI-ESM1-2-HR_CMIP6	[-]	0.580	0.580	0.768	-0.188	0.352	2.01	0.806	0.741	0.709	0.852	0.772
NorESM2-MM_BARPA	[-]	0.533	0.535	0.721	-0.186	0.354	1.14	0.821	0.775	0.860	0.961	0.839
NorESM2-MM_CCAM	[-]	0.450	0.448	0.721	-0.273	0.428	1.47	0.773	0.749	0.806	0.924	0.777
NorESM2-MM_CMIP6	[-]	0.258	0.258	0.697	-0.438	0.501	1.63	0.606	0.757	0.756	0.424	0.660

	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	[-]	0.320
ACCESS-CM2_BARPA	[-]	0.231	0.235	0.320	-0.0850	0.164	1.45	0.882	0.811	0.805	0.797	0.838
ACCESS-CM2_CCAM	[-]	0.273	0.270	0.320	-0.0500	0.170	1.94	0.918	0.785	0.736	0.907	0.838
ACCESS-CM2_CMIP6	[-]	0.273	0.273	0.341	-0.0683	0.192	1.90	0.877	0.733	0.744	0.795	0.772
ACCESS-ESM1-5_BARPA	[-]	0.186	0.189	0.320	-0.131	0.195	1.79	0.823	0.805	0.739	0.674	0.791
ACCESS-ESM1-5_CCAM	[-]	0.229	0.226	0.320	-0.0938	0.193	2.11	0.872	0.779	0.702	0.771	0.792
ACCESS-ESM1-5_CMIP6	[-]	0.229	0.229	0.338	-0.109	0.241	1.20	0.810	0.705	0.846	0.899	0.786
CESM2_BARPA	[-]	0.187	0.190	0.320	-0.130	0.194	1.72	0.821	0.808	0.754	0.919	0.834
CESM2_CCAM	[-]	0.230	0.227	0.320	-0.0926	0.222	2.85	0.856	0.745	0.560	0.980	0.798
CESM2_CMIP6	[-]	0.157	0.157	0.330	-0.173	0.226	1.87	0.738	0.780	0.724	0.610	0.725
CMCC-ESM2_BARPA	[-]	0.195	0.196	0.320	-0.123	0.195	1.58	0.828	0.799	0.778	0.904	0.824
CMCC-ESM2_CCAM	[-]	0.332	0.329	0.320	0.00898	0.169	1.53	0.915	0.786	0.788	0.881	0.825
CMCC-ESM2_CMIP6	[-]	0.286	0.286	0.330	-0.0439	0.173	1.91	0.904	0.749	0.713	0.848	0.751
CNRM-ESM2-1_CCAM	[-]	0.289	0.287	0.320	-0.0329	0.168	1.42	0.907	0.795	0.806	0.527	0.792
CNRM-ESM2-1_CMIP6	[-]	0.307	0.307	0.347	-0.0402	0.210	2.28	0.889	0.705	0.691	0.582	0.728
EC-Earth3_BARPA	[-]	0.226	0.229	0.320	-0.0906	0.157	1.51	0.876	0.827	0.790	0.823	0.840
EC-Earth3_CCAM	[-]	0.337	0.334	0.320	0.0146	0.191	1.84	0.900	0.759	0.746	0.813	0.810
EC-Earth3_CMIP6	[-]	0.350	0.350	0.328	0.0224	0.222	1.17	0.866	0.711	0.843	0.956	0.819
ERA5_BARPA	[-]	0.243	0.245	0.320	-0.0752	0.139	1.42	0.893	0.840	0.798	0.900	0.857
ERA5_CCAM	[-]	0.297	0.294	0.320	-0.0259	0.147	1.52	0.921	0.816	0.773	0.865	0.853
MPI-ESM1-2-HR_BARPA	[-]	0.215	0.220	0.320	-0.100	0.194	1.90	0.857	0.784	0.727	0.933	0.824
MPI-ESM1-2-HR_CMIP6	[-]	0.191	0.191	0.311	-0.120	0.189	2.75	0.811	0.778	0.536	0.804	0.750
NorESM2-MM_BARPA	[-]	0.233	0.236	0.320	-0.0839	0.169	1.66	0.883	0.803	0.771	0.831	0.827
NorESM2-MM_CCAM	[-]	0.200	0.198	0.320	-0.122	0.196	2.07	0.838	0.798	0.710	0.587	0.767
NorESM2-MM_CMIP6	[-]	0.162	0.162	0.330	-0.169	0.221	2.71	0.747	0.780	0.572	0.466	0.630

	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	[-]	1.45
ACCESS-CM2_BARPA	[-]	0.902	0.886	1.45	-0.568	0.981	0.705	0.804	0.738	0.952	0.914	0.840
ACCESS-CM2_CCAM	[-]	0.534	0.532	1.45	-0.922	1.47	0.685	0.701	0.647	0.948	0.474	0.688
ACCESS-CM2_CMIP6	[-]	0.823	0.823	1.41	-0.591	1.18	0.593	0.782	0.663	0.962	0.920	0.813
ACCESS-ESM1-5_BARPA	[-]	1.01	0.991	1.45	-0.463	0.780	0.428	0.837	0.789	0.971	0.965	0.879
ACCESS-ESM1-5_CCAM	[-]	0.715	0.709	1.45	-0.746	1.23	0.714	0.752	0.690	0.951	0.631	0.749
ACCESS-ESM1-5_CMIP6	[-]	1.48	1.48	1.57	-0.0851	0.860	0.986	0.954	0.724	0.909	0.870	0.849
CESM2_BARPA	[-]	0.784	0.768	1.45	-0.686	1.03	0.553	0.770	0.746	0.964	0.830	0.818
CESM2_CCAM	[-]	0.761	0.762	1.45	-0.693	1.11	1.10	0.768	0.720	0.886	0.531	0.726
CESM2_CMIP6	[-]	1.28	1.28	1.45	-0.175	0.764	1.10	0.921	0.756	0.905	0.990	0.877
CMCC-ESM2_BARPA	[-]	0.747	0.733	1.45	-0.721	1.09	0.553	0.758	0.731	0.964	0.884	0.823
CMCC-ESM2_CCAM	[-]	0.636	0.636	1.45	-0.818	1.28	0.657	0.731	0.688	0.955	0.543	0.725
CMCC-ESM2_CMIP6	[-]	1.34	1.34	1.45	-0.118	0.359	0.659	0.951	0.877	0.958	0.959	0.929
CNRM-ESM2-1_CCAM	[-]	0.621	0.626	1.45	-0.829	1.30	0.692	0.729	0.683	0.954	0.665	0.750
CNRM-ESM2-1_CMIP6	[-]	1.22	1.22	1.50	-0.283	0.808	0.820	0.896	0.747	0.947	0.999	0.881
EC-Earth3_BARPA	[-]	0.829	0.815	1.45	-0.640	0.938	0.391	0.783	0.771	0.975	0.757	0.816
EC-Earth3_CCAM	[-]	0.714	0.713	1.45	-0.741	1.15	0.327	0.754	0.718	0.979	0.576	0.752
EC-Earth3_CMIP6	[-]	1.07	1.07	1.46	-0.390	0.674	0.356	0.857	0.803	0.977	0.925	0.881
ERA5_BARPA	[-]	0.978	0.955	1.45	-0.500	0.848	0.381	0.826	0.771	0.973	0.952	0.868
ERA5_CCAM	[-]	0.727	0.726	1.45	-0.729	1.12	0.641	0.757	0.724	0.959	0.643	0.766
MPI-ESM1-2-HR_BARPA	[-]	0.773	0.761	1.45	-0.693	1.07	0.556	0.767	0.731	0.964	0.902	0.829
MPI-ESM1-2-HR_CMIP6	[-]	0.642	0.642	1.48	-0.833	1.33	0.723	0.724	0.672	0.939	0.713	0.752
NorESM2-MM_BARPA	[-]	0.926	0.916	1.45	-0.539	0.844	0.424	0.814	0.782	0.973	0.884	0.854
NorESM2-MM_CCAM	[-]	0.763	0.760	1.45	-0.694	1.11	0.392	0.769	0.720	0.975	0.521	0.743
NorESM2-MM_CMIP6	[-]	1.53	1.53	1.45	0.0809	0.526	0.111	0.896	0.835	0.993	0.830	0.882

	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	[-]	1.60
ACCESS-CM2_BARPA	[-]	1.10	1.09	1.60		1.82	-0.506	0.776	1.62	0.801	0.762	0.771	0.842	0.787
ACCESS-CM2_CCAM	[-]	0.986	0.985	1.61		1.45	-0.625	0.883	1.72	0.769	0.755	0.749	0.754	0.756
ACCESS-CM2_CMIP6	[-]	1.13	1.13	1.61	0.974		-0.487	0.776	1.53	0.791	0.742	0.788	0.854	0.783
ACCESS-ESM1-5_BARPA	[-]	0.987	0.987	1.60		1.82	-0.614	0.890	1.71	0.775	0.754	0.752	0.739	0.755
ACCESS-ESM1-5_CCAM	[-]	0.911	0.910	1.61		1.45	-0.701	0.955	1.70	0.737	0.756	0.756	0.638	0.729
ACCESS-ESM1-5_CMIP6	[-]	1.16	1.15	1.59	1.54		-0.441	0.861	1.66	0.795	0.705	0.759	0.856	0.764
CESM2_BARPA	[-]	0.982	0.979	1.60		1.82	-0.622	0.879	1.48	0.760	0.756	0.797	0.816	0.777
CESM2_CCAM	[-]	0.817	0.815	1.61		1.45	-0.795	1.04	1.58	0.728	0.762	0.776	0.510	0.707
CESM2_CMIP6	[-]	0.965	0.953	1.60	1.34		-0.650	0.888	1.56	0.710	0.753	0.782	0.819	0.764
CMCC-ESM2_BARPA	[-]	0.889	0.885	1.60		1.82	-0.716	0.917	1.71	0.737	0.767	0.751	0.724	0.749
CMCC-ESM2_CCAM	[-]	0.841	0.839	1.61		1.45	-0.772	0.979	1.71	0.732	0.777	0.749	0.549	0.717
CMCC-ESM2_CMIP6	[-]	1.18	1.15	1.60	1.96		-0.449	0.756	1.66	0.773	0.758	0.761	0.838	0.778
CNRM-ESM2-1_CCAM	[-]	0.905	0.904	1.61		1.45	-0.706	0.946	2.08	0.731	0.743	0.680	0.664	0.713
CNRM-ESM2-1_CMIP6	[-]	1.41	1.38	1.60	2.77		-0.219	0.630	1.86	0.850	0.726	0.723	0.976	0.800
EC-Earth3_BARPA	[-]	1.02	1.01	1.60		1.82	-0.586	0.832	1.49	0.779	0.765	0.793	0.739	0.768
EC-Earth3_CCAM	[-]	0.909	0.908	1.61		1.45	-0.703	0.935	1.72	0.748	0.766	0.750	0.568	0.720
EC-Earth3_CMIP6	[-]	1.63	1.61	1.60	2.60		0.0118	0.656	1.49	0.826	0.703	0.795	0.955	0.797
ERA5_BARPA	[-]	1.03	1.02	1.60		1.82	-0.576	0.727	1.24	0.784	0.813	0.830	0.799	0.808
ERA5_CCAM	[-]	0.881	0.880	1.61		1.45	-0.731	0.882	1.36	0.732	0.798	0.805	0.650	0.756
MPI-ESM1-2-HR_BARPA	[-]	0.916	0.914	1.60		1.82	-0.686	0.932	1.71	0.752	0.750	0.756	0.695	0.741
MPI-ESM1-2-HR_CMIP6	[-]	0.700	0.695	1.60	0.864		-0.902	1.08	1.76	0.664	0.744	0.744	0.496	0.678
NorESM2-MM_BARPA	[-]	1.04	1.04	1.60		1.82	-0.565	0.829	1.62	0.788	0.760	0.768	0.808	0.777
NorESM2-MM_CCAM	[-]	0.680	0.679	1.61		1.45	-0.932	1.12	1.69	0.685	0.763	0.753	0.412	0.675
NorESM2-MM_CMIP6	[-]	1.03	1.02	1.60	1.35		-0.587	0.864	1.63	0.710	0.761	0.764	0.845	0.768

	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	[-]	2.82
ACCESS-CM2_BARPA	[-]	1.92	1.92	2.82		3.23	-0.893	1.35	2.15	0.735	0.722	0.669	0.958	0.761
ACCESS-CM2_CCAM	[-]	1.58	1.59	2.82		3.23	-1.23	1.62	2.15	0.652	0.712	0.669	0.949	0.739
ACCESS-CM2_CMIP6	[-]	1.95	1.95	2.81			-0.863	1.35	2.04	0.722	0.699	0.696	0.981	0.759
ACCESS-ESM1-5_BARPA	[-]	1.63	1.64	2.82		3.23	-1.17	1.63	2.37	0.674	0.698	0.629	0.925	0.725
ACCESS-ESM1-5_CCAM	[-]	1.45	1.45	2.82		3.23	-1.36	1.73	2.39	0.621	0.714	0.627	0.903	0.716
ACCESS-ESM1-5_CMIP6	[-]	2.07	2.07	2.84	2.20		-0.769	1.54	2.42	0.747	0.634	0.614	0.979	0.722
CESM2_BARPA	[-]	1.77	1.78	2.82		3.23	-1.04	1.50	1.69	0.697	0.700	0.751	0.985	0.766
CESM2_CCAM	[-]	1.19	1.19	2.82		3.23	-1.62	1.92	1.84	0.582	0.734	0.729	0.833	0.722
CESM2_CMIP6	[-]	1.84	1.84	2.80	1.74		-0.960	1.41	1.86	0.700	0.710	0.724	0.971	0.763
CMCC-ESM2_BARPA	[-]	1.58	1.59	2.82		3.23	-1.23	1.56	1.88	0.660	0.736	0.712	0.950	0.759
CMCC-ESM2_CCAM	[-]	1.31	1.31	2.82		3.23	-1.50	1.77	1.90	0.601	0.749	0.705	0.789	0.719
CMCC-ESM2_CMIP6	[-]	2.08	2.05	2.80	2.64		-0.747	1.15	1.81	0.760	0.757	0.724	0.958	0.791
CNRM-ESM2-1_CCAM	[-]	1.48	1.49	2.82		3.23	-1.33	1.72	2.40	0.632	0.699	0.619	0.797	0.689
CNRM-ESM2-1_CMIP6	[-]	2.50	2.48	2.77	2.80		-0.291	1.04	1.88	0.870	0.700	0.715	0.991	0.795
EC-Earth3_BARPA	[-]	1.59	1.59	2.82		3.23	-1.23	1.55	1.65	0.658	0.729	0.756	0.935	0.761
EC-Earth3_CCAM	[-]	1.33	1.33	2.82		3.23	-1.49	1.77	2.12	0.599	0.732	0.665	0.810	0.708
EC-Earth3_CMIP6	[-]	2.52	2.51	2.82	2.97		-0.311	0.945	1.88	0.873	0.735	0.714	0.979	0.807
ERA5_BARPA	[-]	1.70	1.70	2.82		3.23	-1.12	1.36	1.43	0.682	0.781	0.794	0.943	0.796
ERA5_CCAM	[-]	1.40	1.40	2.82		3.23	-1.42	1.66	1.60	0.611	0.762	0.761	0.806	0.741
MPI-ESM1-2-HR_BARPA	[-]	1.50	1.51	2.82		3.23	-1.31	1.73	1.99	0.640	0.689	0.698	0.950	0.733
MPI-ESM1-2-HR_CMIP6	[-]	1.20	1.20	2.81	0.981		-1.60	1.93	2.26	0.565	0.692	0.642	0.870	0.692
NorESM2-MM_BARPA	[-]	1.88	1.89	2.82		3.23	-0.928	1.36	1.91	0.728	0.726	0.707	0.970	0.772
NorESM2-MM_CCAM	[-]	1.08	1.09	2.82		3.23	-1.73	2.05	2.04	0.554	0.717	0.678	0.645	0.662
NorESM2-MM_CMIP6	[-]	2.03	2.03	2.80	1.86		-0.767	1.33	1.99	0.731	0.726	0.690	0.962	0.767

	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	[-]	0.507
ACCESS-CM2_BARPA	[-]	0.422	0.423	0.507	-0.0834	0.226	0.512	0.916	0.809	0.963	0.981	0.895
ACCESS-CM2_CCAM	[-]	0.447	0.448	0.507	-0.0582	0.224	0.883	0.930	0.806	0.922	0.832	0.859
ACCESS-CM2_CMIP6	[-]	0.460	0.460	0.488	-0.0283	0.224	0.928	0.920	0.776	0.939	0.987	0.880
ACCESS-ESM1-5_BARPA	[-]	0.464	0.466	0.507	-0.0409	0.214	0.654	0.924	0.815	0.952	0.988	0.899
ACCESS-ESM1-5_CCAM	[-]	0.456	0.457	0.507	-0.0493	0.246	0.758	0.918	0.791	0.934	0.987	0.884
ACCESS-ESM1-5_CMIP6	[-]	0.516	0.516	0.518	-0.00277	0.286	0.540	0.899	0.743	0.964	0.778	0.826
CESM2_BARPA	[-]	0.355	0.357	0.507	-0.150	0.251	0.880	0.856	0.811	0.921	0.913	0.863
CESM2_CCAM	[-]	0.423	0.424	0.507	-0.0828	0.215	0.505	0.918	0.816	0.966	0.954	0.894
CESM2_CMIP6	[-]	0.379	0.379	0.506	-0.127	0.296	0.480	0.840	0.757	0.968	0.549	0.775
CMCC-ESM2_BARPA	[-]	0.315	0.316	0.507	-0.190	0.315	0.772	0.820	0.768	0.923	0.935	0.843
CMCC-ESM2_CCAM	[-]	0.462	0.463	0.507	-0.0438	0.208	0.650	0.916	0.827	0.941	0.949	0.892
CMCC-ESM2_CMIP6	[-]	0.552	0.552	0.506	0.0456	0.231	0.657	0.860	0.813	0.947	0.633	0.813
CNRM-ESM2-1_CCAM	[-]	0.501	0.501	0.507	-0.00525	0.223	0.945	0.916	0.813	0.915	0.738	0.839
CNRM-ESM2-1_CMIP6	[-]	0.521	0.521	0.511	0.0105	0.208	0.936	0.939	0.797	0.909	0.985	0.885
EC-Earth3_BARPA	[-]	0.345	0.347	0.507	-0.160	0.279	0.514	0.849	0.789	0.959	0.743	0.826
EC-Earth3_CCAM	[-]	0.525	0.527	0.507	0.0200	0.209	0.785	0.917	0.823	0.935	0.788	0.857
EC-Earth3_CMIP6	[-]	0.568	0.568	0.503	0.0646	0.201	1.02	0.925	0.812	0.909	0.877	0.867
ERA5_BARPA	[-]	0.350	0.351	0.507	-0.155	0.273	0.934	0.851	0.793	0.909	0.879	0.845
ERA5_CCAM	[-]	0.453	0.454	0.507	-0.0528	0.187	0.628	0.928	0.841	0.944	0.901	0.891
MPI-ESM1-2-HR_BARPA	[-]	0.285	0.286	0.507	-0.221	0.343	0.805	0.796	0.761	0.931	0.691	0.788
MPI-ESM1-2-HR_CMIP6	[-]	0.353	0.353	0.509	-0.156	0.267	0.487	0.842	0.787	0.958	0.991	0.873
NorESM2-MM_BARPA	[-]	0.283	0.284	0.507	-0.222	0.359	0.825	0.793	0.746	0.915	0.802	0.801
NorESM2-MM_CCAM	[-]	0.372	0.374	0.507	-0.133	0.261	0.528	0.874	0.800	0.958	0.730	0.832
NorESM2-MM_CMIP6	[-]	0.346	0.346	0.506	-0.160	0.295	0.796	0.825	0.770	0.927	0.671	0.793

	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	[-]	0.458	0.459	0.712	-0.253	0.366	0.801	0.820	0.811	0.926	0.863	0.846
ACCESS-CM2_CCAM	[-]	0.464	0.464	0.712	-0.248	0.399	1.05	0.824	0.781	0.910	0.815	0.822
ACCESS-CM2_CMIP6	[-]	0.569	0.569	0.761	-0.192	0.343	0.697	0.840	0.785	0.943	0.885	0.848
ACCESS-ESM1-5_BARPA	[-]	0.561	0.562	0.712	-0.150	0.289	0.858	0.889	0.824	0.911	0.947	0.879
ACCESS-ESM1-5_CCAM	[-]	0.474	0.475	0.712	-0.237	0.389	1.01	0.831	0.783	0.903	0.907	0.841
ACCESS-ESM1-5_CMIP6	[-]	0.794	0.794	0.715	0.0796	0.447	0.999	0.935	0.682	0.922	0.765	0.797
CESM2_BARPA	[-]	0.478	0.479	0.712	-0.233	0.348	0.893	0.830	0.814	0.913	0.928	0.860
CESM2_CCAM	[-]	0.516	0.516	0.712	-0.196	0.332	0.810	0.859	0.811	0.943	0.970	0.879
CESM2_CMIP6	[-]	0.622	0.622	0.700	-0.0777	0.317	0.828	0.878	0.790	0.925	0.306	0.738
CMCC-ESM2_BARPA	[-]	0.362	0.363	0.712	-0.349	0.499	1.16	0.757	0.752	0.870	0.804	0.787
CMCC-ESM2_CCAM	[-]	0.484	0.484	0.712	-0.228	0.360	0.792	0.835	0.802	0.926	0.982	0.869
CMCC-ESM2_CMIP6	[-]	0.796	0.796	0.700	0.0966	0.331	0.590	0.871	0.782	0.934	0.353	0.744
CNRM-ESM2-1_CCAM	[-]	0.474	0.475	0.712	-0.237	0.404	1.41	0.829	0.772	0.841	0.988	0.840
CNRM-ESM2-1_CMIP6	[-]	0.766	0.766	0.739	0.0279	0.315	1.19	0.961	0.766	0.891	0.960	0.869
EC-Earth3_BARPA	[-]	0.431	0.432	0.712	-0.280	0.399	0.954	0.800	0.797	0.931	0.842	0.833
EC-Earth3_CCAM	[-]	0.564	0.563	0.712	-0.149	0.282	0.841	0.893	0.832	0.912	0.931	0.880
EC-Earth3_CMIP6	[-]	0.711	0.711	0.712	-0.00135	0.275	1.02	0.955	0.796	0.896	0.986	0.886
ERA5_BARPA	[-]	0.482	0.482	0.712	-0.230	0.344	0.799	0.834	0.816	0.907	0.785	0.832
ERA5_CCAM	[-]	0.501	0.501	0.712	-0.211	0.354	1.18	0.848	0.800	0.859	0.988	0.859
MPI-ESM1-2-HR_BARPA	[-]	0.342	0.343	0.712	-0.370	0.470	0.634	0.744	0.793	0.925	0.816	0.814
MPI-ESM1-2-HR_CMIP6	[-]	0.397	0.397	0.727	-0.329	0.437	1.09	0.757	0.784	0.909	0.831	0.813
NorESM2-MM_BARPA	[-]	0.382	0.384	0.712	-0.328	0.498	1.25	0.768	0.740	0.867	0.864	0.796
NorESM2-MM_CCAM	[-]	0.451	0.451	0.712	-0.262	0.424	0.895	0.814	0.767	0.938	0.927	0.843
NorESM2-MM_CMIP6	[-]	0.561	0.561	0.700	-0.138	0.342	0.996	0.850	0.784	0.901	0.252	0.714

	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	[-]	0.696
ACCESS-CM2_BARPA	[-]	0.559	0.560	0.696	-0.136	0.305	1.04	0.886	0.796	0.908	0.975	0.872
ACCESS-CM2_CCAM	[-]	0.442	0.443	0.696	-0.253	0.428	1.05	0.812	0.751	0.894	0.740	0.790
ACCESS-CM2_CMIP6	[-]	0.430	0.430	0.764	-0.334	0.403	0.741	0.712	0.792	0.952	0.734	0.796
ACCESS-ESM1-5_BARPA	[-]	0.539	0.540	0.696	-0.155	0.311	1.10	0.873	0.799	0.892	0.984	0.869
ACCESS-ESM1-5_CCAM	[-]	0.401	0.400	0.696	-0.296	0.472	1.28	0.783	0.732	0.861	0.707	0.763
ACCESS-ESM1-5_CMIP6	[-]	0.385	0.385	0.649	-0.263	0.345	1.52	0.752	0.783	0.826	0.443	0.717
CESM2_BARPA	[-]	0.515	0.515	0.696	-0.181	0.315	1.32	0.850	0.803	0.846	0.991	0.859
CESM2_CCAM	[-]	0.406	0.406	0.696	-0.289	0.427	1.07	0.788	0.768	0.892	0.661	0.775
CESM2_CMIP6	[-]	0.242	0.242	0.682	-0.441	0.547	1.00	0.640	0.719	0.908	0.493	0.696
CMCC-ESM2_BARPA	[-]	0.546	0.544	0.696	-0.152	0.312	1.22	0.863	0.797	0.861	0.963	0.856
CMCC-ESM2_CCAM	[-]	0.466	0.464	0.696	-0.232	0.379	1.10	0.829	0.780	0.893	0.680	0.792
CMCC-ESM2_CMIP6	[-]	0.363	0.363	0.682	-0.319	0.433	1.34	0.731	0.747	0.860	0.750	0.767
CNRM-ESM2-1_CCAM	[-]	0.492	0.492	0.696	-0.204	0.403	1.45	0.840	0.759	0.841	0.802	0.800
CNRM-ESM2-1_CMIP6	[-]	0.747	0.747	0.713	0.0343	0.306	1.01	0.846	0.772	0.910	0.581	0.776
EC-Earth3_BARPA	[-]	0.602	0.602	0.696	-0.0943	0.297	0.952	0.900	0.793	0.912	0.979	0.875
EC-Earth3_CCAM	[-]	0.477	0.477	0.696	-0.219	0.404	1.25	0.835	0.756	0.871	0.705	0.785
EC-Earth3_CMIP6	[-]	0.717	0.717	0.709	0.00780	0.249	1.24	0.932	0.803	0.868	0.995	0.880
ERA5_BARPA	[-]	0.551	0.552	0.696	-0.144	0.281	1.30	0.875	0.820	0.835	0.991	0.868
ERA5_CCAM	[-]	0.454	0.454	0.696	-0.241	0.375	1.14	0.821	0.790	0.859	0.717	0.796
MPI-ESM1-2-HR_BARPA	[-]	0.486	0.485	0.696	-0.211	0.374	1.14	0.834	0.770	0.857	0.974	0.841
MPI-ESM1-2-HR_CMIP6	[-]	0.533	0.533	0.708	-0.174	0.348	1.16	0.840	0.759	0.860	0.944	0.833
NorESM2-MM_BARPA	[-]	0.514	0.511	0.696	-0.185	0.381	1.85	0.848	0.755	0.734	0.981	0.815
NorESM2-MM_CCAM	[-]	0.407	0.404	0.696	-0.292	0.446	1.21	0.791	0.758	0.881	0.802	0.798
NorESM2-MM_CMIP6	[-]	0.226	0.226	0.682	-0.456	0.573	2.02	0.632	0.713	0.730	0.242	0.606

	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	[-]	0.948
ACCESS-CM2_BARPA	[-]	0.678	0.680	0.948	-0.267	0.515	0.729	0.878	0.809	0.953	0.922	0.874
ACCESS-CM2_CCAM	[-]	0.542	0.543	0.948	-0.405	0.718	0.494	0.825	0.753	0.967	0.760	0.812
ACCESS-CM2_CMIP6	[-]	0.814	0.814	0.965	-0.151	0.536	0.518	0.904	0.781	0.967	0.642	0.815
ACCESS-ESM1-5_BARPA	[-]	0.819	0.822	0.948	-0.126	0.359	0.228	0.925	0.852	0.985	0.948	0.912
ACCESS-ESM1-5_CCAM	[-]	0.653	0.654	0.948	-0.293	0.620	0.594	0.866	0.773	0.961	0.832	0.841
ACCESS-ESM1-5_CMIP6	[-]	1.02	1.02	0.947	0.0710	0.459	0.295	0.925	0.790	0.981	0.846	0.866
CESM2_BARPA	[-]	0.603	0.604	0.948	-0.344	0.541	0.460	0.846	0.814	0.970	0.763	0.841
CESM2_CCAM	[-]	0.589	0.590	0.948	-0.357	0.648	0.692	0.842	0.766	0.955	0.461	0.758
CESM2_CMIP6	[-]	1.08	1.08	0.932	0.152	0.594	0.708	0.899	0.740	0.955	0.994	0.866
CMCC-ESM2_BARPA	[-]	0.559	0.560	0.948	-0.388	0.638	0.294	0.824	0.774	0.979	0.926	0.855
CMCC-ESM2_CCAM	[-]	0.630	0.632	0.948	-0.316	0.607	0.725	0.854	0.786	0.953	0.874	0.850
CMCC-ESM2_CMIP6	[-]	1.13	1.13	0.932	0.203	0.516	0.757	0.885	0.773	0.951	0.759	0.828
CNRM-ESM2-1_CCAM	[-]	0.609	0.611	0.948	-0.337	0.680	0.447	0.851	0.755	0.968	0.866	0.839
CNRM-ESM2-1_CMIP6	[-]	0.771	0.771	0.941	-0.170	0.489	0.562	0.894	0.799	0.964	0.980	0.887
EC-Earth3_BARPA	[-]	0.652	0.654	0.948	-0.294	0.459	0.295	0.864	0.839	0.981	0.929	0.891
EC-Earth3_CCAM	[-]	0.656	0.658	0.948	-0.290	0.548	0.305	0.864	0.804	0.980	0.834	0.857
EC-Earth3_CMIP6	[-]	0.781	0.781	0.934	-0.153	0.430	0.441	0.924	0.814	0.970	0.761	0.857
ERA5_BARPA	[-]	0.737	0.739	0.948	-0.209	0.501	0.754	0.902	0.802	0.944	0.934	0.877
ERA5_CCAM	[-]	0.691	0.694	0.948	-0.254	0.540	0.405	0.879	0.798	0.970	0.943	0.878
MPI-ESM1-2-HR_BARPA	[-]	0.521	0.524	0.948	-0.424	0.644	0.479	0.808	0.787	0.969	0.880	0.846
MPI-ESM1-2-HR_CMIP6	[-]	0.467	0.467	0.941	-0.474	0.731	0.630	0.778	0.751	0.960	0.871	0.822
NorESM2-MM_BARPA	[-]	0.661	0.663	0.948	-0.284	0.540	0.271	0.868	0.794	0.983	0.907	0.869
NorESM2-MM_CCAM	[-]	0.647	0.648	0.948	-0.299	0.554	0.332	0.862	0.801	0.979	0.810	0.850
NorESM2-MM_CMIP6	[-]	1.27	1.27	0.932	0.336	0.579	0.555	0.833	0.780	0.964	0.852	0.842

	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	[-]	1.23
ACCESS-CM2_BARPA	[-]	1.06	1.05	1.23	-0.180	0.547	0.591	0.921	0.814	0.960	0.675	0.837
ACCESS-CM2_CCAM	[-]	0.760	0.761	1.23	-0.470	0.893	0.723	0.829	0.731	0.949	0.425	0.733
ACCESS-CM2_CMIP6	[-]	1.06	1.06	1.22	-0.152	0.601	0.578	0.915	0.787	0.959	0.789	0.847
ACCESS-ESM1-5_BARPA	[-]	1.06	1.06	1.23	-0.173	0.507	0.535	0.924	0.825	0.963	0.751	0.857
ACCESS-ESM1-5_CCAM	[-]	0.826	0.826	1.23	-0.405	0.795	0.669	0.851	0.754	0.956	0.329	0.729
ACCESS-ESM1-5_CMIP6	[-]	1.24	1.24	1.19	0.0429	0.473	0.395	0.945	0.817	0.975	0.995	0.910
CESM2_BARPA	[-]	0.859	0.854	1.23	-0.377	0.705	0.609	0.857	0.778	0.949	0.689	0.810
CESM2_CCAM	[-]	0.773	0.777	1.23	-0.455	0.821	0.573	0.827	0.747	0.961	0.628	0.782
CESM2_CMIP6	[-]	1.32	1.32	1.22	0.0936	0.601	0.438	0.931	0.773	0.970	0.932	0.876
CMCC-ESM2_BARPA	[-]	0.906	0.898	1.23	-0.333	0.762	0.548	0.874	0.751	0.963	0.677	0.804
CMCC-ESM2_CCAM	[-]	0.826	0.828	1.23	-0.403	0.800	0.533	0.850	0.756	0.963	0.444	0.754
CMCC-ESM2_CMIP6	[-]	1.43	1.43	1.22	0.205	0.539	0.633	0.875	0.815	0.951	0.356	0.763
CNRM-ESM2-1_CCAM	[-]	0.819	0.823	1.23	-0.408	0.796	0.573	0.849	0.754	0.961	0.363	0.736
CNRM-ESM2-1_CMIP6	[-]	0.886	0.886	1.19	-0.308	0.658	0.509	0.867	0.770	0.964	0.991	0.873
EC-Earth3_BARPA	[-]	0.976	0.971	1.23	-0.260	0.552	0.589	0.901	0.820	0.953	0.688	0.836
EC-Earth3_CCAM	[-]	0.899	0.900	1.23	-0.331	0.655	0.418	0.874	0.794	0.971	0.464	0.780
EC-Earth3_CMIP6	[-]	1.02	1.02	1.22	-0.201	0.495	0.671	0.917	0.826	0.944	0.626	0.828
ERA5_BARPA	[-]	1.03	1.03	1.23	-0.202	0.557	0.631	0.918	0.806	0.955	0.807	0.858
ERA5_CCAM	[-]	0.961	0.962	1.23	-0.269	0.553	0.523	0.895	0.825	0.965	0.405	0.783
MPI-ESM1-2-HR_BARPA	[-]	0.896	0.891	1.23	-0.341	0.621	0.517	0.870	0.805	0.962	0.666	0.822
MPI-ESM1-2-HR_CMIP6	[-]	0.729	0.729	1.21	-0.485	0.775	0.507	0.811	0.771	0.967	0.863	0.837
NorESM2-MM_BARPA	[-]	0.947	0.941	1.23	-0.290	0.719	0.343	0.886	0.759	0.976	0.760	0.828
NorESM2-MM_CCAM	[-]	0.796	0.793	1.23	-0.438	0.835	0.411	0.837	0.744	0.972	0.319	0.723
NorESM2-MM_CMIP6	[-]	1.59	1.59	1.22	0.369	0.627	0.421	0.843	0.797	0.971	0.974	0.877

	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	[-]	0.280
ACCESS-CM2_BARPA	[-]	0.223	0.223	0.280	-0.0570	0.162	1.67	0.911	0.789	0.770	0.978	0.847
ACCESS-CM2_CCAM	[-]	0.271	0.271	0.280	-0.00908	0.155	1.81	0.922	0.795	0.752	0.706	0.794
ACCESS-CM2_CMIP6	[-]	0.201	0.201	0.290	-0.0891	0.157	0.906	0.846	0.792	0.893	0.694	0.804
ACCESS-ESM1-5_BARPA	[-]	0.224	0.223	0.280	-0.0567	0.189	2.01	0.911	0.749	0.734	0.980	0.825
ACCESS-ESM1-5_CCAM	[-]	0.260	0.260	0.280	-0.0205	0.178	1.50	0.913	0.769	0.810	0.806	0.813
ACCESS-ESM1-5_CMIP6	[-]	0.179	0.179	0.302	-0.123	0.206	1.29	0.797	0.761	0.845	0.755	0.784
CESM2_BARPA	[-]	0.174	0.174	0.280	-0.106	0.193	2.03	0.840	0.773	0.711	0.967	0.812
CESM2_CCAM	[-]	0.222	0.221	0.280	-0.0592	0.176	1.46	0.894	0.777	0.808	0.857	0.822
CESM2_CMIP6	[-]	0.135	0.135	0.295	-0.160	0.224	1.65	0.764	0.757	0.790	0.345	0.683
CMCC-ESM2_BARPA	[-]	0.154	0.154	0.280	-0.126	0.214	2.79	0.814	0.760	0.539	0.922	0.759
CMCC-ESM2_CCAM	[-]	0.288	0.288	0.280	0.00844	0.152	1.40	0.902	0.810	0.813	0.821	0.832
CMCC-ESM2_CMIP6	[-]	0.251	0.251	0.295	-0.0442	0.183	1.42	0.854	0.765	0.841	0.622	0.769
CNRM-ESM2-1_CCAM	[-]	0.333	0.333	0.280	0.0532	0.181	1.34	0.865	0.780	0.854	0.893	0.835
CNRM-ESM2-1_CMIP6	[-]	0.323	0.323	0.294	0.0285	0.189	1.40	0.897	0.715	0.831	0.989	0.829
EC-Earth3_BARPA	[-]	0.241	0.240	0.280	-0.0402	0.154	1.46	0.927	0.798	0.800	0.983	0.861
EC-Earth3_CCAM	[-]	0.387	0.387	0.280	0.107	0.234	1.19	0.786	0.735	0.861	0.774	0.778
EC-Earth3_CMIP6	[-]	0.363	0.363	0.289	0.0742	0.192	0.896	0.849	0.735	0.880	0.954	0.831
ERA5_BARPA	[-]	0.209	0.209	0.280	-0.0712	0.152	1.99	0.886	0.810	0.682	0.973	0.832
ERA5_CCAM	[-]	0.282	0.282	0.280	0.00159	0.136	1.26	0.908	0.832	0.831	0.788	0.838
MPI-ESM1-2-HR_BARPA	[-]	0.235	0.235	0.280	-0.0455	0.184	1.99	0.896	0.769	0.684	0.982	0.820
MPI-ESM1-2-HR_CMIP6	[-]	0.244	0.244	0.280	-0.0367	0.150	1.44	0.902	0.778	0.802	0.990	0.850
NorESM2-MM_BARPA	[-]	0.202	0.201	0.280	-0.0786	0.190	2.73	0.886	0.758	0.575	0.932	0.782
NorESM2-MM_CCAM	[-]	0.231	0.232	0.280	-0.0481	0.145	1.04	0.909	0.825	0.866	0.754	0.836
NorESM2-MM_CMIP6	[-]	0.146	0.146	0.295	-0.149	0.205	1.21	0.781	0.782	0.849	0.352	0.709

	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	[-]	0.540
ACCESS-CM2_BARPA	[-]	0.514	0.515	0.540	-0.0251	0.253	0.532	0.950	0.822	0.963	0.986	0.908
ACCESS-CM2_CCAM	[-]	0.514	0.515	0.540	-0.0248	0.268	0.569	0.959	0.815	0.954	0.981	0.905
ACCESS-CM2_CMIP6	[-]	0.630	0.630	0.543	0.0870	0.270	0.497	0.924	0.806	0.965	0.963	0.893
ACCESS-ESM1-5_BARPA	[-]	0.558	0.558	0.540	0.0183	0.269	0.655	0.953	0.806	0.957	0.971	0.898
ACCESS-ESM1-5_CCAM	[-]	0.541	0.542	0.540	0.00219	0.267	0.566	0.951	0.810	0.957	0.988	0.903
ACCESS-ESM1-5_CMIP6	[-]	0.608	0.608	0.537	0.0710	0.347	0.603	0.927	0.735	0.960	0.989	0.869
CESM2_BARPA	[-]	0.408	0.408	0.540	-0.132	0.344	0.872	0.894	0.779	0.931	0.987	0.874
CESM2_CCAM	[-]	0.360	0.361	0.540	-0.179	0.435	0.782	0.873	0.732	0.913	0.812	0.813
CESM2_CMIP6	[-]	0.607	0.607	0.539	0.0675	0.350	0.601	0.907	0.758	0.959	0.869	0.850
CMCC-ESM2_BARPA	[-]	0.384	0.385	0.540	-0.155	0.402	1.06	0.871	0.748	0.880	0.985	0.846
CMCC-ESM2_CCAM	[-]	0.665	0.665	0.540	0.125	0.319	0.742	0.886	0.800	0.936	0.989	0.882
CMCC-ESM2_CMIP6	[-]	0.953	0.953	0.539	0.414	0.645	0.609	0.694	0.657	0.959	0.897	0.773
CNRM-ESM2-1_CCAM	[-]	0.576	0.576	0.540	0.0365	0.265	0.551	0.938	0.816	0.954	0.956	0.896
CNRM-ESM2-1_CMIP6	[-]	0.426	0.426	0.547	-0.120	0.336	0.474	0.898	0.775	0.959	0.575	0.796
EC-Earth3_BARPA	[-]	0.421	0.421	0.540	-0.118	0.286	0.813	0.902	0.817	0.927	0.993	0.891
EC-Earth3_CCAM	[-]	0.610	0.610	0.540	0.0704	0.278	0.464	0.920	0.804	0.966	0.984	0.896
EC-Earth3_CMIP6	[-]	0.592	0.592	0.538	0.0538	0.345	0.542	0.939	0.739	0.962	0.994	0.875
ERA5_BARPA	[-]	0.468	0.468	0.540	-0.0715	0.290	0.842	0.925	0.806	0.938	0.979	0.891
ERA5_CCAM	[-]	0.559	0.560	0.540	0.0201	0.188	0.453	0.959	0.867	0.960	0.989	0.928
MPI-ESM1-2-HR_BARPA	[-]	0.373	0.373	0.540	-0.166	0.341	0.716	0.869	0.789	0.952	0.978	0.876
MPI-ESM1-2-HR_CMIP6	[-]	0.285	0.285	0.538	-0.253	0.410	0.654	0.805	0.768	0.956	0.870	0.833
NorESM2-MM_BARPA	[-]	0.429	0.430	0.540	-0.110	0.415	1.44	0.894	0.732	0.816	0.973	0.830
NorESM2-MM_CCAM	[-]	0.541	0.541	0.540	0.00129	0.312	0.606	0.943	0.787	0.957	0.984	0.892
NorESM2-MM_CMIP6	[-]	0.748	0.748	0.539	0.209	0.439	0.615	0.838	0.725	0.960	0.774	0.804

	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	[-]	0.313
ACCESS-CM2_BARPA	[-]	0.264	0.265	0.313	-0.0486	0.186	1.05	0.928	0.798	0.892	0.993	0.882
ACCESS-CM2_CCAM	[-]	0.261	0.261	0.313	-0.0519	0.187	1.16	0.930	0.796	0.866	0.924	0.862
ACCESS-CM2_CMIP6	[-]	0.311	0.311	0.321	-0.00971	0.181	0.839	0.937	0.784	0.923	0.952	0.876
ACCESS-ESM1-5_BARPA	[-]	0.235	0.235	0.313	-0.0781	0.175	0.866	0.891	0.817	0.906	0.973	0.881
ACCESS-ESM1-5_CCAM	[-]	0.225	0.225	0.313	-0.0881	0.233	1.51	0.891	0.764	0.814	0.838	0.814
ACCESS-ESM1-5_CMIP6	[-]	0.254	0.254	0.313	-0.0586	0.208	1.08	0.911	0.749	0.886	0.980	0.855
CESM2_BARPA	[-]	0.166	0.166	0.313	-0.147	0.232	1.14	0.823	0.794	0.868	0.879	0.831
CESM2_CCAM	[-]	0.169	0.169	0.313	-0.144	0.300	2.70	0.830	0.724	0.562	0.814	0.731
CESM2_CMIP6	[-]	0.171	0.171	0.313	-0.142	0.227	0.925	0.819	0.784	0.895	0.863	0.829
CMCC-ESM2_BARPA	[-]	0.174	0.174	0.313	-0.139	0.272	2.24	0.832	0.740	0.645	0.914	0.774
CMCC-ESM2_CCAM	[-]	0.367	0.368	0.313	0.0545	0.191	1.41	0.924	0.792	0.822	0.975	0.861
CMCC-ESM2_CMIP6	[-]	0.441	0.441	0.313	0.128	0.307	1.13	0.827	0.710	0.876	0.587	0.742
CNRM-ESM2-1_CCAM	[-]	0.313	0.314	0.313	0.000535	0.159	0.925	0.947	0.817	0.902	0.957	0.888
CNRM-ESM2-1_CMIP6	[-]	0.302	0.302	0.317	-0.0151	0.198	0.891	0.916	0.759	0.900	0.627	0.792
EC-Earth3_BARPA	[-]	0.197	0.197	0.313	-0.116	0.206	1.13	0.858	0.807	0.868	0.956	0.859
EC-Earth3_CCAM	[-]	0.307	0.308	0.313	-0.00578	0.200	0.925	0.906	0.784	0.911	0.982	0.873
EC-Earth3_CMIP6	[-]	0.315	0.315	0.313	0.00225	0.239	0.846	0.902	0.730	0.913	0.947	0.844
ERA5_BARPA	[-]	0.240	0.241	0.313	-0.0725	0.173	1.33	0.903	0.819	0.836	0.993	0.874
ERA5_CCAM	[-]	0.263	0.263	0.313	-0.0503	0.130	0.618	0.930	0.856	0.931	0.969	0.909
MPI-ESM1-2-HR_BARPA	[-]	0.182	0.182	0.313	-0.131	0.233	1.05	0.844	0.777	0.890	0.855	0.829
MPI-ESM1-2-HR_CMIP6	[-]	0.173	0.173	0.316	-0.144	0.232	0.848	0.820	0.778	0.903	0.861	0.828
NorESM2-MM_BARPA	[-]	0.266	0.267	0.313	-0.0467	0.207	2.04	0.931	0.771	0.712	0.990	0.835
NorESM2-MM_CCAM	[-]	0.260	0.260	0.313	-0.0530	0.215	1.43	0.917	0.778	0.814	0.951	0.848
NorESM2-MM_CMIP6	[-]	0.224	0.224	0.313	-0.0888	0.230	0.983	0.868	0.761	0.901	0.958	0.850

	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	[-]	0.478
ACCESS-CM2_BARPA	[-]	0.335	0.345	0.478	-0.133	0.253	1.95	0.844	0.773	0.695	0.983	0.814
ACCESS-CM2_CCAM	[-]	0.459	0.456	0.478	-0.0226	0.306	2.45	0.859	0.710	0.611	0.837	0.745
ACCESS-CM2_CMIP6	[-]	0.637	0.637	0.873	-0.236	0.358	2.52	0.731	0.760	0.536	0.945	0.746
ACCESS-ESM1-5_BARPA	[-]	0.341	0.350	0.478	-0.128	0.260	1.45	0.848	0.762	0.809	0.958	0.828
ACCESS-ESM1-5_CCAM	[-]	0.444	0.442	0.478	-0.0365	0.315	2.17	0.865	0.705	0.664	0.875	0.763
ACCESS-ESM1-5_CMIP6	[-]	0.270	0.270	0.463	-0.193	0.311	5.10	0.696	0.631	0.0631	1.00	0.604
CESM2_BARPA	[-]	0.336	0.339	0.478	-0.139	0.270	1.43	0.841	0.753	0.809	0.973	0.826
CESM2_CCAM	[-]	0.609	0.609	0.478	0.130	0.394	2.75	0.839	0.642	0.547	0.812	0.696
CESM2_CMIP6	[-]	0.332	0.332	0.431	-0.0996	0.360	5.10	0.843	0.565	0.0631	0.934	0.594
CMCC-ESM2_BARPA	[-]	0.267	0.271	0.478	-0.207	0.283	1.30	0.771	0.789	0.843	0.937	0.826
CMCC-ESM2_CCAM	[-]	0.416	0.415	0.478	-0.0636	0.309	2.48	0.855	0.712	0.625	0.874	0.756
CMCC-ESM2_CMIP6	[-]	0.254	0.254	0.431	-0.178	0.287	3.04	0.758	0.698	0.496	0.298	0.590
CNRM-ESM2-1_CCAM	[-]	0.444	0.441	0.478	-0.0372	0.221	1.48	0.870	0.795	0.794	0.915	0.834
CNRM-ESM2-1_CMIP6	[-]	0.618	0.618	0.598	0.0201	0.267	1.01	0.879	0.675	0.876	0.862	0.793
EC-Earth3_BARPA	[-]	0.386	0.391	0.478	-0.0874	0.193	1.42	0.883	0.821	0.830	0.988	0.869
EC-Earth3_CCAM	[-]	0.503	0.502	0.478	0.0237	0.235	1.48	0.869	0.787	0.808	0.824	0.815
EC-Earth3_CMIP6	[-]	0.619	0.619	0.472	0.147	0.335	1.02	0.796	0.676	0.862	0.513	0.705
ERA5_BARPA	[-]	0.295	0.300	0.478	-0.178	0.264	1.44	0.801	0.793	0.802	0.972	0.832
ERA5_CCAM	[-]	0.404	0.403	0.478	-0.0754	0.253	1.56	0.838	0.780	0.789	0.865	0.810
MPI-ESM1-2-HR_BARPA	[-]	0.388	0.397	0.478	-0.0810	0.258	2.35	0.885	0.745	0.638	0.987	0.800
MPI-ESM1-2-HR_CMIP6	[-]	0.507	0.507	0.497	0.00984	0.210	1.36	0.825	0.781	0.871	0.769	0.805
NorESM2-MM_BARPA	[-]	0.298	0.304	0.478	-0.175	0.267	1.15	0.802	0.786	0.859	0.981	0.843
NorESM2-MM_CCAM	[-]	0.340	0.339	0.478	-0.140	0.322	2.62	0.816	0.719	0.567	0.932	0.751
NorESM2-MM_CMIP6	[-]	0.153	0.153	0.431	-0.278	0.351	4.59	0.623	0.706	0.154	0.890	0.616

	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	[-]	1.16
ACCESS-CM2_BARPA	[-]	0.915	0.961	1.16	-0.204	0.488	1.08	0.829	0.750	0.882	0.958	0.834
ACCESS-CM2_CCAM	[-]	0.896	0.893	1.16	-0.272	0.645	1.39	0.805	0.677	0.843	0.983	0.797
ACCESS-CM2_CMIP6	[-]	0.603	0.603	1.19	-0.584	0.730	0.00	0.589	0.673	1.00	1.00	0.787
ACCESS-ESM1-5_BARPA	[-]	0.955	0.999	1.16	-0.165	0.620	0.709	0.842	0.675	0.936	0.959	0.817
ACCESS-ESM1-5_CCAM	[-]	0.999	0.997	1.16	-0.167	0.717	0.938	0.854	0.621	0.915	0.988	0.800
ACCESS-ESM1-5_CMIP6	[-]	0.479	0.479	0.862	-0.383	0.519	0.503	0.648	0.700	0.967	0.856	0.774
CESM2_BARPA	[-]	0.818	0.859	1.16	-0.305	0.681	1.34	0.786	0.667	0.829	0.984	0.787
CESM2_CCAM	[-]	1.15	1.14	1.16	-0.0199	0.880	1.48	0.862	0.541	0.826	0.987	0.752
CESM2_CMIP6	[-]	0.608	0.608	1.07	-0.464	0.760	2.01	0.667	0.592	0.670	0.516	0.607
CMCC-ESM2_BARPA	[-]	0.785	0.824	1.16	-0.341	0.588	1.24	0.768	0.733	0.865	0.982	0.816
CMCC-ESM2_CCAM	[-]	0.812	0.812	1.16	-0.353	0.701	1.27	0.774	0.674	0.857	0.976	0.791
CMCC-ESM2_CMIP6	[-]	0.554	0.554	1.07	-0.517	0.721	1.01	0.639	0.684	0.895	0.968	0.774
CNRM-ESM2-1_CCAM	[-]	0.950	0.947	1.16	-0.217	0.461	0.747	0.829	0.767	0.918	0.988	0.854
CNRM-ESM2-1_CMIP6	[-]	0.934	0.934	0.958	-0.0233	0.375	1.02	0.922	0.671	0.893	0.963	0.824
EC-Earth3_BARPA	[-]	0.922	0.956	1.16	-0.208	0.377	0.728	0.841	0.820	0.927	0.984	0.878
EC-Earth3_CCAM	[-]	0.972	0.971	1.16	-0.194	0.441	0.821	0.840	0.780	0.916	0.988	0.861
EC-Earth3_CMIP6	[-]	1.05	1.05	1.13	-0.0788	0.445	1.40	0.880	0.703	0.854	0.985	0.825
ERA5_BARPA	[-]	0.845	0.878	1.16	-0.286	0.410	0.900	0.800	0.824	0.885	0.986	0.864
ERA5_CCAM	[-]	0.857	0.852	1.16	-0.312	0.509	1.19	0.789	0.774	0.874	0.984	0.839
MPI-ESM1-2-HR_BARPA	[-]	1.15	1.20	1.16	0.0360	0.459	1.22	0.875	0.743	0.872	0.916	0.830
MPI-ESM1-2-HR_CMIP6	[-]	0.875	0.875	1.24	-0.360	0.509	0.811	0.761	0.760	0.946	0.874	0.820
NorESM2-MM_BARPA	[-]	0.771	0.803	1.16	-0.361	0.536	0.870	0.758	0.766	0.914	0.987	0.838
NorESM2-MM_CCAM	[-]	0.801	0.797	1.16	-0.368	0.663	1.26	0.767	0.694	0.865	0.981	0.800
NorESM2-MM_CMIP6	[-]	0.411	0.411	1.07	-0.661	0.769	1.01	0.561	0.714	0.895	0.367	0.650

	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	[-]	0.700
ACCESS-CM2_BARPA	[-]	0.577	0.592	0.700	-0.109	0.332	1.73	0.873	0.765	0.772	0.920	0.819
ACCESS-CM2_CCAM	[-]	0.426	0.433	0.700	-0.267	0.408	1.36	0.781	0.756	0.797	0.936	0.805
ACCESS-CM2_CMIP6	[-]	0.468	0.468	0.743	-0.275	0.404	4.02	0.726	0.717	0.338	0.415	0.583
ACCESS-ESM1-5_BARPA	[-]	0.525	0.541	0.700	-0.160	0.380	2.28	0.849	0.737	0.653	0.956	0.786
ACCESS-ESM1-5_CCAM	[-]	0.361	0.369	0.700	-0.332	0.462	1.36	0.731	0.741	0.819	0.874	0.781
ACCESS-ESM1-5_CMIP6	[-]	0.234	0.234	0.704	-0.470	0.517	0.672	0.576	0.770	0.955	0.793	0.773
CESM2_BARPA	[-]	0.530	0.539	0.700	-0.161	0.325	1.16	0.851	0.784	0.843	0.963	0.845
CESM2_CCAM	[-]	0.457	0.464	0.700	-0.236	0.420	2.30	0.801	0.729	0.648	0.966	0.775
CESM2_CMIP6	[-]	0.181	0.181	0.728	-0.547	0.612	1.53	0.535	0.738	0.809	0.808	0.726
CMCC-ESM2_BARPA	[-]	0.562	0.563	0.700	-0.137	0.313	0.908	0.858	0.792	0.897	0.933	0.855
CMCC-ESM2_CCAM	[-]	0.468	0.467	0.700	-0.233	0.357	0.932	0.808	0.779	0.878	0.850	0.819
CMCC-ESM2_CMIP6	[-]	0.392	0.392	0.728	-0.336	0.397	1.18	0.685	0.789	0.842	0.685	0.758
CNRM-ESM2-1_CCAM	[-]	0.518	0.526	0.700	-0.175	0.375	1.62	0.847	0.741	0.800	0.970	0.820
CNRM-ESM2-1_CMIP6	[-]	0.611	0.611	0.778	-0.167	0.364	2.71	0.843	0.708	0.584	0.663	0.701
EC-Earth3_BARPA	[-]	0.595	0.605	0.700	-0.0953	0.347	1.85	0.868	0.756	0.763	0.891	0.807
EC-Earth3_CCAM	[-]	0.492	0.498	0.700	-0.202	0.378	1.45	0.829	0.747	0.842	0.915	0.816
EC-Earth3_CMIP6	[-]	0.604	0.604	0.692	-0.0882	0.338	1.44	0.834	0.744	0.840	0.922	0.816
ERA5_BARPA	[-]	0.571	0.583	0.700	-0.118	0.282	0.620	0.857	0.818	0.917	0.882	0.858
ERA5_CCAM	[-]	0.465	0.472	0.700	-0.228	0.353	0.927	0.807	0.787	0.869	0.975	0.845
MPI-ESM1-2-HR_BARPA	[-]	0.549	0.564	0.700	-0.137	0.338	2.07	0.846	0.769	0.695	0.842	0.784
MPI-ESM1-2-HR_CMIP6	[-]	0.509	0.509	0.687	-0.178	0.361	2.37	0.824	0.711	0.655	0.984	0.777
NorESM2-MM_BARPA	[-]	0.596	0.601	0.700	-0.0998	0.324	0.990	0.866	0.778	0.887	0.889	0.840
NorESM2-MM_CCAM	[-]	0.397	0.402	0.700	-0.298	0.414	1.13	0.758	0.769	0.872	0.886	0.811
NorESM2-MM_CMIP6	[-]	0.229	0.229	0.728	-0.499	0.550	1.18	0.565	0.767	0.843	0.943	0.777

	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	[-]	0.577
ACCESS-CM2_BARPA	[-]	0.449	0.437	0.577	-0.140	0.288	1.40	0.839	0.785	0.807	0.874	0.818
ACCESS-CM2_CCAM	[-]	0.429	0.421	0.577	-0.156	0.325	1.67	0.841	0.746	0.748	0.258	0.668
ACCESS-CM2_CMIP6	[-]	0.541	0.541	0.733	-0.192	0.339	1.02	0.782	0.712	0.831	0.935	0.794
ACCESS-ESM1-5_BARPA	[-]	0.399	0.388	0.577	-0.188	0.318	1.50	0.814	0.772	0.794	0.774	0.785
ACCESS-ESM1-5_CCAM	[-]	0.421	0.413	0.577	-0.164	0.340	1.64	0.834	0.736	0.762	0.357	0.685
ACCESS-ESM1-5_CMIP6	[-]	0.187	0.187	0.403	-0.217	0.249	2.03	0.671	0.795	0.715	0.0618	0.608
CESM2_BARPA	[-]	0.410	0.399	0.577	-0.178	0.322	2.51	0.824	0.756	0.593	0.703	0.727
CESM2_CCAM	[-]	0.515	0.505	0.577	-0.0719	0.380	1.69	0.859	0.671	0.743	0.333	0.655
CESM2_CMIP6	[-]	0.283	0.283	0.547	-0.264	0.334	1.84	0.711	0.754	0.698	0.222	0.628
CMCC-ESM2_BARPA	[-]	0.376	0.365	0.577	-0.212	0.336	1.52	0.795	0.767	0.811	0.699	0.768
CMCC-ESM2_CCAM	[-]	0.390	0.383	0.577	-0.194	0.315	1.47	0.819	0.777	0.829	0.223	0.685
CMCC-ESM2_CMIP6	[-]	0.292	0.292	0.547	-0.255	0.326	2.46	0.706	0.752	0.618	0.602	0.686
CNRM-ESM2-1_CCAM	[-]	0.472	0.461	0.577	-0.116	0.266	1.23	0.855	0.792	0.859	0.345	0.729
CNRM-ESM2-1_CMIP6	[-]	0.702	0.702	0.874	-0.172	0.331	1.03	0.823	0.725	0.930	1.00	0.840
EC-Earth3_BARPA	[-]	0.455	0.442	0.577	-0.135	0.287	1.51	0.841	0.781	0.802	0.820	0.805
EC-Earth3_CCAM	[-]	0.499	0.490	0.577	-0.0864	0.278	1.34	0.834	0.790	0.828	0.313	0.711
EC-Earth3_CMIP6	[-]	0.536	0.536	0.596	-0.0598	0.254	1.36	0.873	0.751	0.852	0.786	0.803
ERA5_BARPA	[-]	0.473	0.459	0.577	-0.117	0.250	1.32	0.844	0.820	0.827	0.830	0.828
ERA5_CCAM	[-]	0.457	0.444	0.577	-0.132	0.254	1.38	0.854	0.813	0.820	0.412	0.743
MPI-ESM1-2-HR_BARPA	[-]	0.563	0.549	0.577	-0.0277	0.266	1.43	0.863	0.768	0.813	0.913	0.825
MPI-ESM1-2-HR_CMIP6	[-]	0.431	0.431	0.583	-0.153	0.275	3.06	0.815	0.739	0.461	0.581	0.667
NorESM2-MM_BARPA	[-]	0.413	0.402	0.577	-0.175	0.314	1.50	0.821	0.771	0.792	0.763	0.784
NorESM2-MM_CCAM	[-]	0.335	0.325	0.577	-0.252	0.344	1.38	0.772	0.779	0.820	0.315	0.693
NorESM2-MM_CMIP6	[-]	0.248	0.248	0.547	-0.299	0.346	1.43	0.673	0.789	0.799	0.276	0.665

	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	[-]	0.253
ACCESS-CM2_BARPA	[-]	0.192	0.206	0.253	-0.0471	0.131	1.41	0.909	0.807	0.831	0.991	0.869
ACCESS-CM2_CCAM	[-]	0.237	0.233	0.253	-0.0199	0.133	1.83	0.922	0.801	0.744	0.951	0.844
ACCESS-CM2_CMIP6	[-]	0.246	0.246	0.304	-0.0582	0.187	2.04	0.854	0.720	0.714	0.844	0.770
ACCESS-ESM1-5_BARPA	[-]	0.163	0.174	0.253	-0.0792	0.147	1.48	0.864	0.801	0.814	0.977	0.852
ACCESS-ESM1-5_CCAM	[-]	0.189	0.184	0.253	-0.0685	0.160	2.03	0.885	0.776	0.702	0.945	0.817
ACCESS-ESM1-5_CMIP6	[-]	0.149	0.149	0.272	-0.123	0.196	2.03	0.748	0.699	0.666	0.852	0.733
CESM2_BARPA	[-]	0.158	0.167	0.253	-0.0857	0.157	1.43	0.855	0.792	0.828	0.971	0.847
CESM2_CCAM	[-]	0.203	0.198	0.253	-0.0554	0.161	1.61	0.878	0.777	0.806	0.976	0.843
CESM2_CMIP6	[-]	0.126	0.126	0.266	-0.140	0.181	1.31	0.742	0.788	0.785	0.650	0.750
CMCC-ESM2_BARPA	[-]	0.143	0.151	0.253	-0.102	0.147	1.17	0.832	0.830	0.838	0.812	0.828
CMCC-ESM2_CCAM	[-]	0.247	0.244	0.253	-0.00917	0.130	1.69	0.934	0.804	0.764	0.765	0.814
CMCC-ESM2_CMIP6	[-]	0.239	0.239	0.266	-0.0278	0.147	2.62	0.900	0.744	0.583	0.314	0.657
CNRM-ESM2-1_CCAM	[-]	0.279	0.274	0.253	0.0212	0.133	1.18	0.913	0.805	0.841	0.926	0.858
CNRM-ESM2-1_CMIP6	[-]	0.256	0.256	0.237	0.0187	0.177	3.03	0.935	0.658	0.514	0.878	0.729
EC-Earth3_BARPA	[-]	0.172	0.180	0.253	-0.0731	0.141	1.23	0.875	0.808	0.869	0.953	0.863
EC-Earth3_CCAM	[-]	0.297	0.292	0.253	0.0392	0.189	1.23	0.883	0.728	0.863	0.960	0.832
EC-Earth3_CMIP6	[-]	0.315	0.315	0.280	0.0352	0.243	1.12	0.881	0.639	0.865	0.781	0.761
ERA5_BARPA	[-]	0.176	0.185	0.253	-0.0684	0.127	1.70	0.881	0.828	0.762	0.976	0.855
ERA5_CCAM	[-]	0.258	0.253	0.253	0.000397	0.116	1.28	0.931	0.825	0.831	0.969	0.876
MPI-ESM1-2-HR_BARPA	[-]	0.225	0.236	0.253	-0.0169	0.139	2.14	0.928	0.787	0.671	0.947	0.824
MPI-ESM1-2-HR_CMIP6	[-]	0.188	0.188	0.251	-0.0636	0.146	3.05	0.871	0.753	0.510	0.956	0.768
NorESM2-MM_BARPA	[-]	0.187	0.195	0.253	-0.0581	0.136	1.64	0.898	0.804	0.791	0.901	0.840
NorESM2-MM_CCAM	[-]	0.185	0.182	0.253	-0.0705	0.147	1.75	0.882	0.798	0.752	0.925	0.831
NorESM2-MM_CMIP6	[-]	0.143	0.143	0.266	-0.123	0.173	2.91	0.774	0.774	0.524	0.171	0.603

	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	[-]	0.338
ACCESS-CM2_BARPA	[-]	0.241	0.243	0.338	-0.0953	0.173	1.46	0.875	0.812	0.798	0.767	0.813
ACCESS-CM2_CCAM	[-]	0.282	0.280	0.338	-0.0582	0.181	1.97	0.917	0.781	0.734	0.914	0.825
ACCESS-CM2_CMIP6	[-]	0.281	0.281	0.353	-0.0714	0.194	1.85	0.884	0.738	0.752	0.644	0.751
ACCESS-ESM1-5_BARPA	[-]	0.192	0.193	0.338	-0.144	0.208	1.87	0.812	0.806	0.719	0.640	0.757
ACCESS-ESM1-5_CCAM	[-]	0.239	0.237	0.338	-0.101	0.202	2.13	0.868	0.780	0.702	0.739	0.774
ACCESS-ESM1-5_CMIP6	[-]	0.248	0.248	0.353	-0.106	0.251	1.01	0.824	0.707	0.887	0.867	0.798
CESM2_BARPA	[-]	0.195	0.196	0.338	-0.142	0.204	1.81	0.812	0.812	0.733	0.931	0.820
CESM2_CCAM	[-]	0.237	0.235	0.338	-0.103	0.239	3.18	0.849	0.736	0.493	0.978	0.759
CESM2_CMIP6	[-]	0.165	0.165	0.347	-0.182	0.238	2.02	0.738	0.778	0.708	0.607	0.722
CMCC-ESM2_BARPA	[-]	0.208	0.209	0.338	-0.129	0.208	1.69	0.827	0.790	0.762	0.914	0.817
CMCC-ESM2_CCAM	[-]	0.354	0.352	0.338	0.0139	0.179	1.49	0.910	0.781	0.794	0.815	0.816
CMCC-ESM2_CMIP6	[-]	0.299	0.299	0.347	-0.0482	0.180	1.71	0.904	0.751	0.748	0.859	0.803
CNRM-ESM2-1_CCAM	[-]	0.292	0.290	0.338	-0.0475	0.178	1.48	0.906	0.792	0.796	0.483	0.754
CNRM-ESM2-1_CMIP6	[-]	0.319	0.319	0.374	-0.0547	0.218	2.10	0.877	0.717	0.735	0.572	0.724
EC-Earth3_BARPA	[-]	0.240	0.242	0.338	-0.0953	0.162	1.58	0.876	0.832	0.768	0.792	0.820
EC-Earth3_CCAM	[-]	0.347	0.346	0.338	0.00795	0.192	2.00	0.904	0.768	0.715	0.731	0.777
EC-Earth3_CMIP6	[-]	0.360	0.360	0.342	0.0187	0.216	1.19	0.861	0.732	0.836	0.965	0.825
ERA5_BARPA	[-]	0.260	0.261	0.338	-0.0771	0.142	1.35	0.897	0.843	0.808	0.871	0.852
ERA5_CCAM	[-]	0.307	0.305	0.338	-0.0330	0.156	1.58	0.919	0.814	0.758	0.856	0.832
MPI-ESM1-2-HR_BARPA	[-]	0.213	0.215	0.338	-0.123	0.209	1.83	0.837	0.783	0.742	0.930	0.815
MPI-ESM1-2-HR_CMIP6	[-]	0.192	0.192	0.326	-0.135	0.200	2.67	0.796	0.784	0.543	0.831	0.748
NorESM2-MM_BARPA	[-]	0.245	0.247	0.338	-0.0908	0.178	1.66	0.878	0.802	0.765	0.827	0.815
NorESM2-MM_CCAM	[-]	0.203	0.202	0.338	-0.136	0.209	2.16	0.826	0.798	0.698	0.557	0.735
NorESM2-MM_CMIP6	[-]	0.167	0.167	0.347	-0.181	0.234	2.65	0.739	0.782	0.584	0.501	0.678

	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	[-]	1.45
ACCESS-CM2_BARPA	[-]	0.902	0.886	1.45	-0.568	0.981	0.705	0.804	0.738	0.952	0.914	0.829
ACCESS-CM2_CCAM	[-]	0.534	0.532	1.45	-0.922	1.47	0.685	0.701	0.647	0.948	0.474	0.684
ACCESS-CM2_CMIP6	[-]	0.823	0.823	1.41	-0.591	1.18	0.593	0.782	0.663	0.962	0.920	0.798
ACCESS-ESM1-5_BARPA	[-]	1.01	0.991	1.45	-0.463	0.780	0.428	0.837	0.789	0.971	0.965	0.870
ACCESS-ESM1-5_CCAM	[-]	0.715	0.709	1.45	-0.746	1.23	0.714	0.752	0.690	0.951	0.631	0.743
ACCESS-ESM1-5_CMIP6	[-]	1.48	1.48	1.57	-0.0851	0.860	0.986	0.954	0.724	0.909	0.870	0.836
CESM2_BARPA	[-]	0.784	0.768	1.45	-0.686	1.03	0.553	0.770	0.746	0.964	0.830	0.811
CESM2_CCAM	[-]	0.761	0.762	1.45	-0.693	1.11	1.10	0.768	0.720	0.886	0.531	0.725
CESM2_CMIP6	[-]	1.28	1.28	1.45	-0.175	0.764	1.10	0.921	0.756	0.905	0.990	0.865
CMCC-ESM2_BARPA	[-]	0.747	0.733	1.45	-0.721	1.09	0.553	0.758	0.731	0.964	0.884	0.814
CMCC-ESM2_CCAM	[-]	0.636	0.636	1.45	-0.818	1.28	0.657	0.731	0.688	0.955	0.543	0.721
CMCC-ESM2_CMIP6	[-]	1.34	1.34	1.45	-0.118	0.359	0.659	0.951	0.877	0.958	0.959	0.924
CNRM-ESM2-1_CCAM	[-]	0.621	0.626	1.45	-0.829	1.30	0.692	0.729	0.683	0.954	0.665	0.743
CNRM-ESM2-1_CMIP6	[-]	1.22	1.22	1.50	-0.283	0.808	0.820	0.896	0.747	0.947	0.999	0.867
EC-Earth3_BARPA	[-]	0.829	0.815	1.45	-0.640	0.938	0.391	0.783	0.771	0.975	0.757	0.811
EC-Earth3_CCAM	[-]	0.714	0.713	1.45	-0.741	1.15	0.327	0.754	0.718	0.979	0.576	0.749
EC-Earth3_CMIP6	[-]	1.07	1.07	1.46	-0.390	0.674	0.356	0.857	0.803	0.977	0.925	0.873
ERA5_BARPA	[-]	0.978	0.955	1.45	-0.500	0.848	0.381	0.826	0.771	0.973	0.952	0.858
ERA5_CCAM	[-]	0.727	0.726	1.45	-0.729	1.12	0.641	0.757	0.724	0.959	0.643	0.761
MPI-ESM1-2-HR_BARPA	[-]	0.773	0.761	1.45	-0.693	1.07	0.556	0.767	0.731	0.964	0.902	0.819
MPI-ESM1-2-HR_CMIP6	[-]	0.642	0.642	1.48	-0.833	1.33	0.723	0.724	0.672	0.939	0.713	0.744
NorESM2-MM_BARPA	[-]	0.926	0.916	1.45	-0.539	0.844	0.424	0.814	0.782	0.973	0.884	0.847
NorESM2-MM_CCAM	[-]	0.763	0.760	1.45	-0.694	1.11	0.392	0.769	0.720	0.975	0.521	0.741
NorESM2-MM_CMIP6	[-]	1.53	1.53	1.45	0.0809	0.526	0.111	0.896	0.835	0.993	0.830	0.878