Mean State

Mean State
All Models
Data Information

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.05
ACCESS-CM2_BARPA	[-]	2.23	2.22	2.05	0.166	0.276	1.30	0.652	0.696	0.822	0.992	0.772
ACCESS-CM2_CCAM	[-]	2.16	2.15	2.05	0.0989	0.255	1.49	0.721	0.671	0.792	0.955	0.762
ACCESS-CM2_CMIP6	[-]	1.83	1.83	2.02	-0.190	0.261	1.14	0.629	0.703	0.855	0.997	0.778
ACCESS-ESM1-5_BARPA	[-]	2.22	2.21	2.05	0.157	0.268	1.50	0.669	0.700	0.796	0.998	0.772
ACCESS-ESM1-5_CCAM	[-]	2.10	2.10	2.05	0.0461	0.260	1.75	0.735	0.647	0.761	0.943	0.747
ACCESS-ESM1-5_CMIP6	[-]	1.90	1.90	2.01	-0.118	0.255	1.68	0.704	0.645	0.770	0.997	0.752
CESM2_BARPA	[-]	2.35	2.34	2.05	0.287	0.368	1.43	0.530	0.675	0.807	0.997	0.737
CESM2_CCAM	[-]	2.05	2.04	2.05	-0.00763	0.250	1.73	0.759	0.653	0.761	0.994	0.764
CMCC-ESM2_BARPA	[-]	2.32	2.31	2.05	0.255	0.343	1.43	0.563	0.680	0.805	0.997	0.745
CMCC-ESM2_CCAM	[-]	2.10	2.09	2.05	0.0424	0.219	1.25	0.766	0.705	0.829	0.980	0.797
CMCC-ESM2_CMIP6	[-]	1.79	1.79	2.04	-0.250	0.318	1.25	0.550	0.719	0.822	0.983	0.759
CNRM-ESM2-1_CCAM	[-]	2.00	1.99	2.05	-0.0584	0.265	1.67	0.743	0.643	0.754	0.941	0.745
CNRM-ESM2-1_CMIP6	[-]	1.94	1.94	2.02	-0.0865	0.240	1.35	0.733	0.656	0.810	0.954	0.762
EC-Earth3_BARPA	[-]	2.25	2.24	2.05	0.187	0.325	1.48	0.620	0.645	0.804	0.972	0.737
EC-Earth3_CCAM	[-]	1.95	1.95	2.05	-0.104	0.282	1.54	0.726	0.636	0.778	0.939	0.743
EC-Earth3_CMIP6	[-]	1.79	1.79	2.04	-0.254	0.332	1.14	0.558	0.679	0.848	0.996	0.752
ERA5_BARPA	[-]	2.24	2.24	2.05	0.184	0.281	1.29	0.632	0.710	0.818	0.993	0.772
ERA5_CCAM	[-]	2.08	2.07	2.05	0.0166	0.198	1.08	0.811	0.707	0.847	0.984	0.811
MPI-ESM1-2-HR_BARPA	[-]	2.49	2.48	2.05	0.429	0.495	1.31	0.423	0.632	0.824	0.959	0.694
MPI-ESM1-2-HR_CMIP6	[-]	1.92	1.92	2.03	-0.115	0.308	1.41	0.608	0.642	0.813	0.921	0.725
NorESM2-MM_BARPA	[-]	2.23	2.22	2.05	0.173	0.302	1.35	0.605	0.701	0.825	0.945	0.756
NorESM2-MM_CCAM	[-]	2.12	2.11	2.05	0.0607	0.231	1.39	0.749	0.697	0.808	0.957	0.781
NorESM2-MM_CMIP6	[-]	1.86	1.86	2.04	-0.180	0.262	1.40	0.661	0.698	0.813	0.993	0.773

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.32
ACCESS-CM2_BARPA	[-]	2.26	2.26	2.32	-0.0653	0.171	1.01	0.832	0.778	0.917	0.993	0.869
ACCESS-CM2_CCAM	[-]	2.24	2.24	2.32	-0.0865	0.312	3.05	0.827	0.565	0.505	0.999	0.706
ACCESS-CM2_CMIP6	[-]	2.09	2.09	2.33	-0.247	0.287	1.02	0.591	0.734	0.906	0.938	0.786
ACCESS-ESM1-5_BARPA	[-]	2.22	2.22	2.32	-0.105	0.184	0.725	0.788	0.789	0.925	0.950	0.854
ACCESS-ESM1-5_CCAM	[-]	2.19	2.19	2.32	-0.138	0.317	2.78	0.762	0.578	0.557	0.983	0.704
ACCESS-ESM1-5_CMIP6	[-]	2.11	2.11	2.34	-0.227	0.314	1.97	0.630	0.639	0.718	0.965	0.727
CESM2_BARPA	[-]	2.38	2.38	2.32	0.0573	0.185	0.758	0.803	0.762	0.932	0.997	0.861
CESM2_CCAM	[-]	2.23	2.23	2.32	-0.0960	0.233	1.10	0.812	0.680	0.865	0.998	0.821
CMCC-ESM2_BARPA	[-]	2.34	2.34	2.32	0.0153	0.172	0.902	0.827	0.771	0.914	0.985	0.863
CMCC-ESM2_CCAM	[-]	2.16	2.16	2.32	-0.165	0.278	1.37	0.729	0.655	0.812	0.916	0.764
CMCC-ESM2_CMIP6	[-]	2.04	2.04	2.33	-0.297	0.346	1.61	0.533	0.784	0.791	0.645	0.699
CNRM-ESM2-1_CCAM	[-]	2.09	2.09	2.32	-0.229	0.401	2.66	0.639	0.526	0.581	0.982	0.665
CNRM-ESM2-1_CMIP6	[-]	2.11	2.11	2.32	-0.201	0.291	1.84	0.638	0.689	0.754	0.961	0.753
EC-Earth3_BARPA	[-]	2.34	2.33	2.32	0.00780	0.209	0.884	0.849	0.696	0.915	0.992	0.845
EC-Earth3_CCAM	[-]	2.08	2.08	2.32	-0.241	0.391	2.27	0.627	0.550	0.663	0.941	0.679
EC-Earth3_CMIP6	[-]	1.87	1.87	2.33	-0.456	0.519	1.41	0.396	0.605	0.813	0.967	0.685
ERA5_BARPA	[-]	2.27	2.27	2.32	-0.0531	0.164	0.998	0.846	0.776	0.898	0.992	0.867
ERA5_CCAM	[-]	2.17	2.17	2.32	-0.150	0.319	1.87	0.742	0.583	0.739	0.876	0.718
MPI-ESM1-2-HR_BARPA	[-]	2.65	2.64	2.32	0.318	0.389	0.874	0.548	0.658	0.897	0.883	0.737
MPI-ESM1-2-HR_CMIP6	[-]	2.16	2.16	2.33	-0.178	0.327	1.65	0.690	0.598	0.793	0.792	0.705
NorESM2-MM_BARPA	[-]	2.27	2.27	2.32	-0.0574	0.174	0.848	0.839	0.762	0.927	0.962	0.860
NorESM2-MM_CCAM	[-]	2.23	2.24	2.32	-0.0886	0.302	2.58	0.826	0.577	0.565	0.933	0.709
NorESM2-MM_CMIP6	[-]	2.06	2.06	2.33	-0.271	0.365	2.03	0.588	0.646	0.721	0.789	0.682

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.17
ACCESS-CM2_BARPA	[-]	2.05	2.04	2.17	-0.127	0.275	1.72	0.696	0.717	0.780	0.854	0.755
ACCESS-CM2_CCAM	[-]	2.18	2.17	2.17	0.000264	0.276	1.83	0.780	0.622	0.747	0.972	0.752
ACCESS-CM2_CMIP6	[-]	1.63	1.63	2.00	-0.372	0.406	0.944	0.422	0.685	0.913	0.979	0.710
ACCESS-ESM1-5_BARPA	[-]	2.00	1.99	2.17	-0.179	0.289	1.66	0.657	0.734	0.783	0.903	0.756
ACCESS-ESM1-5_CCAM	[-]	2.11	2.10	2.17	-0.0680	0.265	2.01	0.770	0.643	0.706	0.947	0.746
ACCESS-ESM1-5_CMIP6	[-]	1.78	1.78	2.06	-0.284	0.352	2.05	0.545	0.637	0.726	0.917	0.691
CESM2_BARPA	[-]	2.13	2.11	2.17	-0.0526	0.269	1.36	0.696	0.728	0.843	0.820	0.774
CESM2_CCAM	[-]	2.18	2.17	2.17	0.00155	0.256	1.53	0.766	0.666	0.810	0.994	0.784
CMCC-ESM2_BARPA	[-]	2.09	2.08	2.17	-0.0856	0.278	1.60	0.691	0.716	0.793	0.823	0.760
CMCC-ESM2_CCAM	[-]	2.09	2.07	2.17	-0.0915	0.254	1.81	0.744	0.698	0.741	0.810	0.747
CMCC-ESM2_CMIP6	[-]	1.86	1.86	2.17	-0.310	0.357	1.09	0.481	0.778	0.880	0.892	0.741
CNRM-ESM2-1_CCAM	[-]	2.04	2.02	2.17	-0.142	0.355	3.26	0.717	0.543	0.444	0.894	0.647
CNRM-ESM2-1_CMIP6	[-]	1.87	1.87	2.04	-0.172	0.320	1.25	0.627	0.651	0.874	0.858	0.731
EC-Earth3_BARPA	[-]	2.03	2.02	2.17	-0.145	0.336	1.46	0.666	0.659	0.818	0.750	0.736
EC-Earth3_CCAM	[-]	1.96	1.95	2.17	-0.215	0.377	3.15	0.652	0.556	0.475	0.852	0.639
EC-Earth3_CMIP6	[-]	1.75	1.75	2.15	-0.400	0.460	1.48	0.402	0.649	0.804	0.993	0.710
ERA5_BARPA	[-]	2.04	2.03	2.17	-0.141	0.285	1.62	0.688	0.723	0.783	0.772	0.750
ERA5_CCAM	[-]	2.10	2.08	2.17	-0.0821	0.279	2.39	0.755	0.641	0.596	0.850	0.707
MPI-ESM1-2-HR_BARPA	[-]	2.32	2.30	2.17	0.136	0.345	1.74	0.635	0.610	0.765	0.955	0.733
MPI-ESM1-2-HR_CMIP6	[-]	1.90	1.90	2.12	-0.227	0.346	1.82	0.549	0.647	0.707	0.920	0.719
NorESM2-MM_BARPA	[-]	2.07	2.06	2.17	-0.110	0.282	1.39	0.680	0.750	0.838	0.636	0.748
NorESM2-MM_CCAM	[-]	2.23	2.21	2.17	0.0459	0.291	2.48	0.731	0.615	0.590	0.906	0.706
NorESM2-MM_CMIP6	[-]	1.97	1.97	2.17	-0.199	0.287	1.57	0.647	0.681	0.797	0.963	0.773

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	1.48
ACCESS-CM2_BARPA	[-]	1.71	1.70	1.48	0.214	0.280	2.30	0.519	0.583	0.641	0.996	0.680
ACCESS-CM2_CCAM	[-]	1.73	1.72	1.48	0.235	0.298	1.80	0.485	0.604	0.726	0.936	0.691
ACCESS-CM2_CMIP6	[-]	1.34	1.34	1.44	-0.0912	0.183	1.97	0.677	0.584	0.694	0.997	0.725
ACCESS-ESM1-5_BARPA	[-]	1.68	1.67	1.48	0.182	0.263	2.39	0.570	0.579	0.621	0.992	0.686
ACCESS-ESM1-5_CCAM	[-]	1.70	1.68	1.48	0.200	0.284	1.76	0.532	0.559	0.724	0.935	0.689
ACCESS-ESM1-5_CMIP6	[-]	1.44	1.44	1.46	-0.0218	0.214	1.88	0.636	0.563	0.714	0.914	0.686
CESM2_BARPA	[-]	1.84	1.82	1.48	0.337	0.381	2.20	0.357	0.576	0.665	0.984	0.642
CESM2_CCAM	[-]	1.65	1.64	1.48	0.151	0.273	2.44	0.620	0.532	0.620	0.838	0.658
CMCC-ESM2_BARPA	[-]	1.79	1.77	1.48	0.290	0.342	2.33	0.416	0.582	0.632	0.956	0.642
CMCC-ESM2_CCAM	[-]	1.57	1.55	1.48	0.0690	0.182	1.81	0.721	0.647	0.732	0.946	0.756
CMCC-ESM2_CMIP6	[-]	1.18	1.18	1.47	-0.291	0.324	2.32	0.376	0.643	0.626	0.969	0.653
CNRM-ESM2-1_CCAM	[-]	1.56	1.54	1.48	0.0602	0.248	2.38	0.725	0.503	0.634	0.962	0.694
CNRM-ESM2-1_CMIP6	[-]	1.55	1.55	1.46	0.0911	0.227	2.26	0.661	0.489	0.659	0.999	0.692
EC-Earth3_BARPA	[-]	1.80	1.78	1.48	0.300	0.365	2.36	0.400	0.530	0.628	0.972	0.625
EC-Earth3_CCAM	[-]	1.55	1.54	1.48	0.0541	0.229	2.27	0.714	0.550	0.648	0.885	0.690
EC-Earth3_CMIP6	[-]	1.25	1.25	1.47	-0.219	0.289	1.88	0.455	0.615	0.717	0.896	0.674
ERA5_BARPA	[-]	1.73	1.71	1.48	0.229	0.289	2.27	0.493	0.587	0.643	0.992	0.675
ERA5_CCAM	[-]	1.58	1.57	1.48	0.0833	0.199	1.78	0.714	0.613	0.729	0.952	0.743
MPI-ESM1-2-HR_BARPA	[-]	1.83	1.82	1.48	0.335	0.392	2.28	0.363	0.531	0.646	0.945	0.614
MPI-ESM1-2-HR_CMIP6	[-]	1.17	1.17	1.47	-0.303	0.340	2.30	0.341	0.595	0.636	0.977	0.636
NorESM2-MM_BARPA	[-]	1.80	1.79	1.48	0.306	0.341	1.95	0.384	0.628	0.716	0.996	0.681
NorESM2-MM_CCAM	[-]	1.63	1.62	1.48	0.133	0.204	1.85	0.641	0.656	0.728	0.963	0.741
NorESM2-MM_CMIP6	[-]	1.39	1.39	1.47	-0.0792	0.168	1.83	0.692	0.639	0.732	0.956	0.752

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.63
ACCESS-CM2_BARPA	[-]	2.63	2.63	2.63	0.000781	0.233	0.716	0.836	0.726	0.911	0.878	0.825
ACCESS-CM2_CCAM	[-]	2.63	2.63	2.63	0.00223	0.274	1.46	0.888	0.637	0.791	0.998	0.807
ACCESS-CM2_CMIP6	[-]	2.50	2.50	2.63	-0.133	0.241	0.914	0.766	0.717	0.901	0.592	0.741
ACCESS-ESM1-5_BARPA	[-]	2.71	2.71	2.63	0.0778	0.226	1.11	0.779	0.777	0.871	0.819	0.808
ACCESS-ESM1-5_CCAM	[-]	2.59	2.59	2.63	-0.0384	0.267	1.87	0.848	0.657	0.760	0.999	0.798
ACCESS-ESM1-5_CMIP6	[-]	2.49	2.49	2.60	-0.110	0.257	1.81	0.808	0.688	0.782	0.562	0.708
CESM2_BARPA	[-]	2.78	2.78	2.63	0.151	0.297	1.20	0.709	0.726	0.832	0.768	0.755
CESM2_CCAM	[-]	2.71	2.71	2.63	0.0776	0.234	2.00	0.839	0.712	0.691	0.972	0.793
CMCC-ESM2_BARPA	[-]	2.75	2.75	2.63	0.125	0.310	1.91	0.741	0.672	0.705	0.824	0.728
CMCC-ESM2_CCAM	[-]	2.59	2.59	2.63	-0.0420	0.287	2.41	0.839	0.639	0.602	0.981	0.751
CMCC-ESM2_CMIP6	[-]	2.56	2.56	2.60	-0.0402	0.275	1.40	0.725	0.752	0.780	0.564	0.710
CNRM-ESM2-1_CCAM	[-]	2.52	2.51	2.63	-0.114	0.276	0.802	0.777	0.689	0.901	0.998	0.824
CNRM-ESM2-1_CMIP6	[-]	2.42	2.42	2.61	-0.192	0.327	0.538	0.709	0.672	0.914	0.934	0.792
EC-Earth3_BARPA	[-]	2.63	2.63	2.63	0.00430	0.230	0.737	0.818	0.739	0.930	0.844	0.822
EC-Earth3_CCAM	[-]	2.46	2.45	2.63	-0.174	0.336	0.815	0.725	0.644	0.914	0.998	0.801
EC-Earth3_CMIP6	[-]	2.41	2.41	2.62	-0.217	0.360	0.587	0.664	0.615	0.935	0.865	0.753
ERA5_BARPA	[-]	2.63	2.63	2.63	0.00501	0.242	0.982	0.830	0.721	0.851	0.847	0.802
ERA5_CCAM	[-]	2.59	2.59	2.63	-0.0404	0.269	1.21	0.828	0.667	0.811	0.981	0.805
MPI-ESM1-2-HR_BARPA	[-]	3.08	3.07	2.63	0.446	0.583	1.03	0.463	0.570	0.867	0.733	0.649
MPI-ESM1-2-HR_CMIP6	[-]	2.78	2.78	2.62	0.163	0.396	1.12	0.734	0.544	0.875	0.764	0.709
NorESM2-MM_BARPA	[-]	2.57	2.57	2.63	-0.0614	0.277	2.13	0.837	0.669	0.685	0.913	0.764
NorESM2-MM_CCAM	[-]	2.56	2.56	2.63	-0.0680	0.286	2.36	0.824	0.644	0.626	0.999	0.759
NorESM2-MM_CMIP6	[-]	2.42	2.42	2.60	-0.179	0.351	2.29	0.662	0.641	0.636	0.703	0.658

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.10
ACCESS-CM2_BARPA	[-]	2.33	2.32	2.10	0.223	0.286	1.09	0.641	0.720	0.857	0.997	0.802
ACCESS-CM2_CCAM	[-]	2.19	2.19	2.10	0.0867	0.231	1.28	0.763	0.700	0.828	0.947	0.806
ACCESS-CM2_CMIP6	[-]	1.90	1.90	2.10	-0.193	0.257	0.945	0.638	0.736	0.888	0.996	0.809
ACCESS-ESM1-5_BARPA	[-]	2.31	2.30	2.10	0.205	0.275	1.29	0.670	0.719	0.837	0.997	0.802
ACCESS-ESM1-5_CCAM	[-]	2.13	2.13	2.10	0.0256	0.246	1.67	0.781	0.668	0.785	0.920	0.785
ACCESS-ESM1-5_CMIP6	[-]	2.00	2.00	2.10	-0.100	0.234	1.64	0.775	0.665	0.783	0.999	0.792
CESM2_BARPA	[-]	2.45	2.45	2.10	0.352	0.404	1.33	0.503	0.684	0.827	0.997	0.750
CESM2_CCAM	[-]	2.02	2.02	2.10	-0.0803	0.239	1.61	0.803	0.671	0.787	0.998	0.807
CMCC-ESM2_BARPA	[-]	2.42	2.41	2.10	0.313	0.366	1.21	0.542	0.701	0.848	0.998	0.768
CMCC-ESM2_CCAM	[-]	2.17	2.17	2.10	0.0695	0.210	0.925	0.783	0.728	0.886	0.976	0.835
CMCC-ESM2_CMIP6	[-]	1.85	1.85	2.10	-0.249	0.303	0.852	0.599	0.727	0.890	0.999	0.798
CNRM-ESM2-1_CCAM	[-]	2.02	2.02	2.10	-0.0781	0.252	1.34	0.759	0.682	0.811	0.890	0.775
CNRM-ESM2-1_CMIP6	[-]	1.97	1.97	2.07	-0.102	0.215	1.09	0.785	0.709	0.849	0.945	0.812
EC-Earth3_BARPA	[-]	2.33	2.33	2.10	0.228	0.334	1.36	0.630	0.659	0.828	0.974	0.772
EC-Earth3_CCAM	[-]	1.97	1.97	2.10	-0.135	0.279	1.26	0.746	0.660	0.826	0.932	0.778
EC-Earth3_CMIP6	[-]	1.84	1.84	2.10	-0.257	0.320	0.913	0.591	0.712	0.884	0.992	0.790
ERA5_BARPA	[-]	2.35	2.34	2.10	0.244	0.293	1.09	0.616	0.739	0.853	0.997	0.800
ERA5_CCAM	[-]	2.11	2.11	2.10	0.00925	0.170	0.722	0.856	0.746	0.906	0.983	0.864
MPI-ESM1-2-HR_BARPA	[-]	2.59	2.59	2.10	0.491	0.532	1.09	0.398	0.676	0.862	0.929	0.715
MPI-ESM1-2-HR_CMIP6	[-]	2.00	2.00	2.10	-0.103	0.285	1.13	0.672	0.665	0.867	0.916	0.776
NorESM2-MM_BARPA	[-]	2.33	2.33	2.10	0.230	0.306	1.18	0.611	0.718	0.855	0.959	0.790
NorESM2-MM_CCAM	[-]	2.17	2.17	2.10	0.0719	0.220	1.06	0.773	0.726	0.872	0.944	0.823
NorESM2-MM_CMIP6	[-]	1.90	1.90	2.10	-0.191	0.257	1.14	0.676	0.728	0.862	0.990	0.804

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.53
ACCESS-CM2_BARPA	[-]	2.52	2.49	2.53	-0.0422	0.292	0.961	0.735	0.765	0.898	0.965	0.818
ACCESS-CM2_CCAM	[-]	2.70	2.67	2.53	0.137	0.320	0.972	0.755	0.701	0.916	0.922	0.802
ACCESS-CM2_CMIP6	[-]	1.83	1.83	2.23	-0.395	0.465	1.03	0.482	0.727	0.904	0.803	0.746
ACCESS-ESM1-5_BARPA	[-]	2.58	2.55	2.53	0.0152	0.295	1.14	0.730	0.760	0.855	0.985	0.809
ACCESS-ESM1-5_CCAM	[-]	2.70	2.67	2.53	0.141	0.321	0.951	0.760	0.700	0.903	0.967	0.810
ACCESS-ESM1-5_CMIP6	[-]	1.79	1.79	2.36	-0.569	0.601	0.761	0.319	0.698	0.936	0.968	0.700
CESM2_BARPA	[-]	2.61	2.58	2.53	0.0451	0.283	0.507	0.739	0.776	0.943	0.979	0.840
CESM2_CCAM	[-]	2.83	2.80	2.53	0.267	0.375	0.680	0.658	0.714	0.919	0.982	0.799
CMCC-ESM2_BARPA	[-]	2.62	2.59	2.53	0.0596	0.320	0.504	0.712	0.747	0.953	0.978	0.825
CMCC-ESM2_CCAM	[-]	2.64	2.62	2.53	0.0906	0.294	0.498	0.729	0.762	0.952	0.781	0.801
CMCC-ESM2_CMIP6	[-]	2.17	2.17	2.36	-0.188	0.441	1.47	0.492	0.759	0.801	0.750	0.682
CNRM-ESM2-1_CCAM	[-]	2.64	2.62	2.53	0.0864	0.310	2.03	0.746	0.715	0.713	0.839	0.744
CNRM-ESM2-1_CMIP6	[-]	1.88	1.88	2.17	-0.292	0.339	2.39	0.537	0.698	0.646	0.953	0.695
EC-Earth3_BARPA	[-]	2.46	2.44	2.53	-0.0961	0.329	1.01	0.692	0.763	0.885	0.983	0.814
EC-Earth3_CCAM	[-]	2.50	2.47	2.53	-0.0585	0.306	1.35	0.758	0.711	0.844	0.843	0.775
EC-Earth3_CMIP6	[-]	2.37	2.37	2.47	-0.0946	0.317	1.66	0.722	0.661	0.787	0.995	0.764
ERA5_BARPA	[-]	2.52	2.49	2.53	-0.0381	0.292	0.471	0.724	0.799	0.946	0.947	0.835
ERA5_CCAM	[-]	2.66	2.64	2.53	0.104	0.267	0.427	0.752	0.778	0.955	0.843	0.821
MPI-ESM1-2-HR_BARPA	[-]	2.82	2.78	2.53	0.253	0.435	0.539	0.658	0.652	0.947	0.997	0.793
MPI-ESM1-2-HR_CMIP6	[-]	2.56	2.56	2.45	0.106	0.344	1.13	0.701	0.647	0.890	0.964	0.737
NorESM2-MM_BARPA	[-]	2.46	2.43	2.53	-0.103	0.317	0.684	0.711	0.757	0.930	0.923	0.816
NorESM2-MM_CCAM	[-]	2.62	2.59	2.53	0.0583	0.269	0.480	0.782	0.741	0.950	0.916	0.829
NorESM2-MM_CMIP6	[-]	2.28	2.28	2.36	-0.0748	0.319	0.623	0.640	0.679	0.940	0.957	0.770

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.50
ACCESS-CM2_BARPA	[-]	2.63	2.60	2.50	0.0968	0.288	0.920	0.809	0.694	0.898	0.985	0.833
ACCESS-CM2_CCAM	[-]	2.58	2.55	2.50	0.0474	0.252	1.01	0.814	0.737	0.895	0.992	0.840
ACCESS-CM2_CMIP6	[-]	2.17	2.17	2.36	-0.194	0.310	1.02	0.667	0.749	0.873	0.942	0.812
ACCESS-ESM1-5_BARPA	[-]	2.74	2.70	2.50	0.200	0.308	1.51	0.747	0.724	0.797	0.979	0.804
ACCESS-ESM1-5_CCAM	[-]	2.53	2.50	2.50	-0.00404	0.250	1.44	0.800	0.745	0.831	0.998	0.830
ACCESS-ESM1-5_CMIP6	[-]	2.21	2.21	2.40	-0.186	0.322	1.02	0.628	0.732	0.891	0.851	0.750
CESM2_BARPA	[-]	2.70	2.67	2.50	0.167	0.313	1.10	0.764	0.704	0.846	0.951	0.802
CESM2_CCAM	[-]	2.53	2.50	2.50	-0.000246	0.240	1.05	0.779	0.770	0.902	0.973	0.845
CMCC-ESM2_BARPA	[-]	2.76	2.73	2.50	0.226	0.350	0.996	0.717	0.677	0.875	0.976	0.783
CMCC-ESM2_CCAM	[-]	2.47	2.45	2.50	-0.0556	0.237	1.09	0.809	0.750	0.871	0.999	0.834
CMCC-ESM2_CMIP6	[-]	2.19	2.19	2.45	-0.256	0.371	1.04	0.616	0.762	0.871	0.809	0.761
CNRM-ESM2-1_CCAM	[-]	2.42	2.39	2.50	-0.110	0.250	1.23	0.755	0.779	0.855	0.967	0.831
CNRM-ESM2-1_CMIP6	[-]	2.33	2.33	2.44	-0.110	0.279	1.10	0.754	0.687	0.877	0.998	0.827
EC-Earth3_BARPA	[-]	2.65	2.61	2.50	0.113	0.310	1.15	0.788	0.686	0.871	0.984	0.821
EC-Earth3_CCAM	[-]	2.40	2.37	2.50	-0.128	0.270	0.896	0.735	0.763	0.917	0.998	0.841
EC-Earth3_CMIP6	[-]	2.26	2.26	2.46	-0.199	0.347	0.863	0.657	0.715	0.907	0.948	0.804
ERA5_BARPA	[-]	2.68	2.64	2.50	0.142	0.275	0.855	0.788	0.724	0.896	0.992	0.827
ERA5_CCAM	[-]	2.58	2.55	2.50	0.0466	0.215	0.768	0.833	0.774	0.921	0.997	0.862
MPI-ESM1-2-HR_BARPA	[-]	3.06	3.02	2.50	0.516	0.622	1.03	0.469	0.597	0.901	0.862	0.701
MPI-ESM1-2-HR_CMIP6	[-]	2.62	2.62	2.48	0.134	0.305	0.736	0.733	0.719	0.932	0.851	0.779
NorESM2-MM_BARPA	[-]	2.46	2.43	2.50	-0.0745	0.293	0.920	0.757	0.706	0.892	0.997	0.816
NorESM2-MM_CCAM	[-]	2.45	2.43	2.50	-0.0739	0.252	0.856	0.798	0.742	0.902	0.992	0.835
NorESM2-MM_CMIP6	[-]	2.10	2.10	2.45	-0.351	0.418	1.17	0.554	0.727	0.863	0.913	0.758

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	1.28
ACCESS-CM2_BARPA	[-]	1.41	1.37	1.28	0.0904	0.193	1.79	0.655	0.592	0.739	0.985	0.726
ACCESS-CM2_CCAM	[-]	1.53	1.50	1.28	0.221	0.267	2.99	0.448	0.612	0.508	0.985	0.635
ACCESS-CM2_CMIP6	[-]	0.753	0.753	1.07	-0.319	0.336	2.01	0.152	0.560	0.724	0.981	0.599
ACCESS-ESM1-5_BARPA	[-]	1.36	1.32	1.28	0.0410	0.181	2.39	0.704	0.586	0.640	0.983	0.712
ACCESS-ESM1-5_CCAM	[-]	1.48	1.46	1.28	0.175	0.249	2.78	0.522	0.546	0.551	0.975	0.637
ACCESS-ESM1-5_CMIP6	[-]	0.744	0.744	1.05	-0.309	0.386	2.55	0.135	0.549	0.561	0.449	0.437
CESM2_BARPA	[-]	1.52	1.48	1.28	0.197	0.244	1.35	0.489	0.646	0.821	0.993	0.727
CESM2_CCAM	[-]	1.54	1.52	1.28	0.233	0.308	3.32	0.417	0.502	0.455	0.935	0.569
CMCC-ESM2_BARPA	[-]	1.49	1.45	1.28	0.171	0.231	1.38	0.543	0.629	0.804	0.994	0.730
CMCC-ESM2_CCAM	[-]	1.48	1.45	1.28	0.172	0.226	2.19	0.528	0.628	0.655	0.961	0.686
CMCC-ESM2_CMIP6	[-]	0.793	0.793	1.19	-0.396	0.407	3.84	0.178	0.644	0.333	0.858	0.519
CNRM-ESM2-1_CCAM	[-]	1.41	1.39	1.28	0.107	0.237	3.36	0.640	0.512	0.453	0.947	0.624
CNRM-ESM2-1_CMIP6	[-]	1.04	1.04	1.05	-0.0147	0.238	3.20	0.465	0.301	0.471	0.796	0.485
EC-Earth3_BARPA	[-]	1.50	1.46	1.28	0.176	0.253	1.88	0.528	0.573	0.738	0.992	0.693
EC-Earth3_CCAM	[-]	1.45	1.42	1.28	0.142	0.246	2.97	0.563	0.542	0.501	0.896	0.616
EC-Earth3_CMIP6	[-]	1.04	1.04	1.27	-0.234	0.301	1.81	0.352	0.627	0.726	0.972	0.664
ERA5_BARPA	[-]	1.42	1.39	1.28	0.105	0.195	1.71	0.643	0.608	0.770	0.984	0.736
ERA5_CCAM	[-]	1.44	1.42	1.28	0.135	0.215	2.22	0.598	0.595	0.651	0.937	0.684
MPI-ESM1-2-HR_BARPA	[-]	1.53	1.49	1.28	0.204	0.291	1.79	0.481	0.487	0.763	0.992	0.659
MPI-ESM1-2-HR_CMIP6	[-]	0.933	0.933	1.09	-0.161	0.301	2.71	0.292	0.570	0.572	0.861	0.573
NorESM2-MM_BARPA	[-]	1.51	1.47	1.28	0.186	0.232	1.75	0.509	0.666	0.762	0.975	0.721
NorESM2-MM_CCAM	[-]	1.50	1.48	1.28	0.195	0.255	2.18	0.488	0.568	0.673	0.957	0.660
NorESM2-MM_CMIP6	[-]	1.02	1.02	1.19	-0.166	0.233	2.94	0.500	0.576	0.509	0.917	0.620

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Model Period Mean (complement) [degC]	Benchmark Period Mean (complement) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.865
ACCESS-CM2_BARPA	[-]	0.814	0.816	0.867		0.746	-0.0506	0.157	1.68	0.538	0.632	0.764	0.977	0.709
ACCESS-CM2_CCAM	[-]	0.882	0.884	0.866		0.832	0.0179	0.143	1.92	0.626	0.610	0.717	0.984	0.710
ACCESS-CM2_CMIP6	[-]	0.683	0.688	0.863	0.433		-0.174	0.201	1.81	0.336	0.639	0.738	0.992	0.669
ACCESS-ESM1-5_BARPA	[-]	0.784	0.786	0.867		0.746	-0.0807	0.176	1.84	0.479	0.628	0.737	0.969	0.688
ACCESS-ESM1-5_CCAM	[-]	0.862	0.864	0.866		0.832	-0.00246	0.143	1.88	0.611	0.619	0.727	0.985	0.712
ACCESS-ESM1-5_CMIP6	[-]	0.682	0.696	0.873	0.330		-0.177	0.219	2.00	0.344	0.650	0.705	0.983	0.666
CESM2_BARPA	[-]	0.854	0.856	0.867		0.746	-0.0109	0.169	1.66	0.566	0.599	0.770	0.963	0.699
CESM2_CCAM	[-]	0.910	0.912	0.866		0.832	0.0462	0.166	1.97	0.590	0.594	0.708	0.980	0.693
CMCC-ESM2_BARPA	[-]	0.858	0.860	0.867		0.746	-0.00681	0.153	1.82	0.577	0.632	0.738	0.967	0.709
CMCC-ESM2_CCAM	[-]	0.898	0.900	0.866		0.832	0.0337	0.139	1.93	0.630	0.632	0.714	0.985	0.718
CMCC-ESM2_CMIP6	[-]	0.741	0.750	0.866	0.452		-0.116	0.198	1.91	0.383	0.654	0.721	0.971	0.677
CNRM-ESM2-1_CCAM	[-]	0.879	0.881	0.866		0.832	0.0149	0.175	2.06	0.491	0.623	0.686	0.980	0.681
CNRM-ESM2-1_CMIP6	[-]	0.789	0.796	0.866	0.516		-0.0701	0.189	1.67	0.464	0.527	0.764	0.975	0.651
EC-Earth3_BARPA	[-]	0.784	0.786	0.867		0.746	-0.0806	0.183	1.83	0.497	0.629	0.736	0.971	0.692
EC-Earth3_CCAM	[-]	0.790	0.792	0.866		0.832	-0.0741	0.147	2.00	0.566	0.651	0.698	0.989	0.711
EC-Earth3_CMIP6	[-]	0.786	0.791	0.868	0.544		-0.0769	0.139	1.72	0.638	0.677	0.750	0.959	0.740
ERA5_BARPA	[-]	0.840	0.842	0.867		0.745	-0.0245	0.113	1.45	0.649	0.728	0.790	0.979	0.775
ERA5_CCAM	[-]	0.855	0.857	0.866		0.832	-0.00904	0.113	1.80	0.623	0.710	0.724	0.989	0.751
MPI-ESM1-2-HR_BARPA	[-]	0.848	0.851	0.867		0.746	-0.0159	0.188	1.73	0.502	0.623	0.751	0.929	0.685
MPI-ESM1-2-HR_CMIP6	[-]	0.757	0.766	0.869	0.430		-0.103	0.173	1.83	0.501	0.630	0.737	0.980	0.695
NorESM2-MM_BARPA	[-]	0.844	0.846	0.867		0.746	-0.0208	0.146	1.68	0.609	0.644	0.758	0.979	0.727
NorESM2-MM_CCAM	[-]	0.819	0.821	0.866		0.832	-0.0449	0.155	2.08	0.542	0.644	0.683	0.982	0.699
NorESM2-MM_CMIP6	[-]	0.769	0.780	0.866	0.397		-0.0853	0.206	1.91	0.412	0.634	0.711	0.962	0.671

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Model Period Mean (complement) [degC]	Benchmark Period Mean (complement) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.583
ACCESS-CM2_BARPA	[-]	0.545	0.546	0.584		0.503	-0.0379	0.138	2.32	0.533	0.519	0.645	0.986	0.640
ACCESS-CM2_CCAM	[-]	0.614	0.615	0.584		0.503	0.0313	0.141	2.68	0.550	0.571	0.575	0.846	0.623
ACCESS-CM2_CMIP6	[-]	0.415	0.415	0.583			-0.168	0.189	2.57	0.214	0.530	0.594	0.985	0.571
ACCESS-ESM1-5_BARPA	[-]	0.474	0.474	0.584		0.503	-0.110	0.168	2.62	0.382	0.526	0.584	0.983	0.601
ACCESS-ESM1-5_CCAM	[-]	0.585	0.586	0.584		0.503	0.00182	0.139	2.65	0.519	0.577	0.575	0.862	0.622
ACCESS-ESM1-5_CMIP6	[-]	0.366	0.370	0.587	0.294		-0.217	0.242	2.65	0.156	0.574	0.577	0.972	0.570
CESM2_BARPA	[-]	0.562	0.562	0.584		0.503	-0.0218	0.142	2.12	0.541	0.498	0.686	0.985	0.641
CESM2_CCAM	[-]	0.637	0.638	0.584		0.503	0.0542	0.169	2.78	0.502	0.544	0.549	0.797	0.587
CMCC-ESM2_BARPA	[-]	0.555	0.555	0.584		0.503	-0.0288	0.132	2.42	0.546	0.525	0.621	0.987	0.641
CMCC-ESM2_CCAM	[-]	0.604	0.605	0.584		0.503	0.0209	0.135	2.87	0.568	0.561	0.533	0.871	0.619
CMCC-ESM2_CMIP6	[-]	0.556	0.561	0.585	0.450		-0.0244	0.197	2.78	0.309	0.526	0.555	0.669	0.517
CNRM-ESM2-1_CCAM	[-]	0.553	0.554	0.584		0.503	-0.0300	0.144	2.71	0.431	0.596	0.563	0.882	0.614
CNRM-ESM2-1_CMIP6	[-]	0.652	0.658	0.586	0.548		0.0715	0.173	1.78	0.435	0.330	0.747	0.982	0.565
EC-Earth3_BARPA	[-]	0.516	0.516	0.584		0.503	-0.0679	0.145	2.43	0.501	0.512	0.623	0.986	0.627
EC-Earth3_CCAM	[-]	0.551	0.551	0.584		0.503	-0.0324	0.136	2.87	0.457	0.588	0.528	0.902	0.613
EC-Earth3_CMIP6	[-]	0.544	0.546	0.585	0.496		-0.0392	0.102	2.06	0.634	0.626	0.688	0.861	0.687
ERA5_BARPA	[-]	0.513	0.514	0.584		0.503	-0.0703	0.123	2.28	0.512	0.635	0.645	0.988	0.683
ERA5_CCAM	[-]	0.548	0.548	0.584		0.503	-0.0357	0.136	2.82	0.427	0.641	0.538	0.889	0.627
MPI-ESM1-2-HR_BARPA	[-]	0.484	0.485	0.584		0.503	-0.0991	0.164	2.29	0.409	0.498	0.647	0.984	0.607
MPI-ESM1-2-HR_CMIP6	[-]	0.461	0.465	0.585	0.355		-0.120	0.158	2.25	0.383	0.561	0.656	0.881	0.609
NorESM2-MM_BARPA	[-]	0.589	0.589	0.584		0.503	0.00559	0.120	2.15	0.604	0.563	0.671	0.988	0.678
NorESM2-MM_CCAM	[-]	0.556	0.557	0.584		0.503	-0.0269	0.168	2.92	0.368	0.610	0.521	0.804	0.583
NorESM2-MM_CMIP6	[-]	0.625	0.634	0.585	0.396		0.0490	0.255	2.42	0.246	0.536	0.613	0.546	0.496

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.32
ACCESS-CM2_BARPA	[-]	2.26	2.26	2.32	-0.0653	0.171	1.01	0.832	0.778	0.917	0.993	0.860
ACCESS-CM2_CCAM	[-]	2.24	2.24	2.32	-0.0865	0.312	3.05	0.827	0.565	0.505	0.999	0.692
ACCESS-CM2_CMIP6	[-]	2.09	2.09	2.33	-0.247	0.287	1.02	0.591	0.734	0.906	0.938	0.781
ACCESS-ESM1-5_BARPA	[-]	2.22	2.22	2.32	-0.105	0.184	0.725	0.788	0.789	0.925	0.950	0.848
ACCESS-ESM1-5_CCAM	[-]	2.19	2.19	2.32	-0.138	0.317	2.78	0.762	0.578	0.557	0.983	0.691
ACCESS-ESM1-5_CMIP6	[-]	2.11	2.11	2.34	-0.227	0.314	1.97	0.630	0.639	0.718	0.965	0.718
CESM2_BARPA	[-]	2.38	2.38	2.32	0.0573	0.185	0.758	0.803	0.762	0.932	0.997	0.851
CESM2_CCAM	[-]	2.23	2.23	2.32	-0.0960	0.233	1.10	0.812	0.680	0.865	0.998	0.807
CMCC-ESM2_BARPA	[-]	2.34	2.34	2.32	0.0153	0.172	0.902	0.827	0.771	0.914	0.985	0.853
CMCC-ESM2_CCAM	[-]	2.16	2.16	2.32	-0.165	0.278	1.37	0.729	0.655	0.812	0.916	0.753
CMCC-ESM2_CMIP6	[-]	2.04	2.04	2.33	-0.297	0.346	1.61	0.533	0.784	0.791	0.645	0.707
CNRM-ESM2-1_CCAM	[-]	2.09	2.09	2.32	-0.229	0.401	2.66	0.639	0.526	0.581	0.982	0.651
CNRM-ESM2-1_CMIP6	[-]	2.11	2.11	2.32	-0.201	0.291	1.84	0.638	0.689	0.754	0.961	0.746
EC-Earth3_BARPA	[-]	2.34	2.33	2.32	0.00780	0.209	0.884	0.849	0.696	0.915	0.992	0.830
EC-Earth3_CCAM	[-]	2.08	2.08	2.32	-0.241	0.391	2.27	0.627	0.550	0.663	0.941	0.666
EC-Earth3_CMIP6	[-]	1.87	1.87	2.33	-0.456	0.519	1.41	0.396	0.605	0.813	0.967	0.677
ERA5_BARPA	[-]	2.27	2.27	2.32	-0.0531	0.164	0.998	0.846	0.776	0.898	0.992	0.858
ERA5_CCAM	[-]	2.17	2.17	2.32	-0.150	0.319	1.87	0.742	0.583	0.739	0.876	0.704
MPI-ESM1-2-HR_BARPA	[-]	2.65	2.64	2.32	0.318	0.389	0.874	0.548	0.658	0.897	0.883	0.729
MPI-ESM1-2-HR_CMIP6	[-]	2.16	2.16	2.33	-0.178	0.327	1.65	0.690	0.598	0.793	0.792	0.694
NorESM2-MM_BARPA	[-]	2.27	2.27	2.32	-0.0574	0.174	0.848	0.839	0.762	0.927	0.962	0.850
NorESM2-MM_CCAM	[-]	2.23	2.24	2.32	-0.0886	0.302	2.58	0.826	0.577	0.565	0.933	0.696
NorESM2-MM_CMIP6	[-]	2.06	2.06	2.33	-0.271	0.365	2.03	0.588	0.646	0.721	0.789	0.678

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	1.94
ACCESS-CM2_BARPA	[-]	1.90	1.89	1.94	-0.0443	0.196	1.95	0.767	0.730	0.737	0.779	0.749
ACCESS-CM2_CCAM	[-]	1.97	1.96	1.94	0.0283	0.214	1.93	0.826	0.661	0.731	0.830	0.742
ACCESS-CM2_CMIP6	[-]	1.53	1.53	1.85	-0.324	0.349	0.818	0.448	0.729	0.934	0.827	0.733
ACCESS-ESM1-5_BARPA	[-]	1.83	1.83	1.94	-0.110	0.209	1.73	0.716	0.758	0.771	0.768	0.754
ACCESS-ESM1-5_CCAM	[-]	1.92	1.91	1.94	-0.0220	0.220	2.16	0.825	0.649	0.676	0.804	0.720
ACCESS-ESM1-5_CMIP6	[-]	1.69	1.69	1.86	-0.169	0.244	2.04	0.665	0.667	0.732	0.990	0.744
CESM2_BARPA	[-]	1.99	1.98	1.94	0.0473	0.206	1.48	0.756	0.723	0.829	0.812	0.769
CESM2_CCAM	[-]	1.95	1.95	1.94	0.0124	0.192	1.58	0.814	0.706	0.810	0.902	0.788
CMCC-ESM2_BARPA	[-]	1.95	1.95	1.94	0.0159	0.209	1.77	0.754	0.713	0.769	0.827	0.755
CMCC-ESM2_CCAM	[-]	1.94	1.94	1.94	0.000644	0.190	2.03	0.825	0.704	0.700	0.832	0.753
CMCC-ESM2_CMIP6	[-]	1.58	1.58	1.95	-0.370	0.386	1.14	0.415	0.787	0.875	0.903	0.754
CNRM-ESM2-1_CCAM	[-]	1.86	1.86	1.94	-0.0776	0.310	4.20	0.787	0.525	0.261	0.784	0.577
CNRM-ESM2-1_CMIP6	[-]	1.83	1.83	1.83	-0.00102	0.194	1.02	0.771	0.657	0.922	0.925	0.786
EC-Earth3_BARPA	[-]	1.93	1.92	1.94	-0.0112	0.244	1.64	0.749	0.654	0.797	0.815	0.734
EC-Earth3_CCAM	[-]	1.81	1.80	1.94	-0.134	0.317	4.04	0.721	0.542	0.305	0.811	0.584
EC-Earth3_CMIP6	[-]	1.55	1.55	1.93	-0.382	0.434	1.65	0.395	0.663	0.772	0.997	0.698
ERA5_BARPA	[-]	1.91	1.90	1.94	-0.0316	0.202	1.84	0.770	0.716	0.749	0.813	0.753
ERA5_CCAM	[-]	1.94	1.93	1.94	-0.00478	0.229	2.99	0.829	0.634	0.477	0.775	0.670
MPI-ESM1-2-HR_BARPA	[-]	2.13	2.12	1.94	0.186	0.300	1.88	0.652	0.624	0.741	0.956	0.720
MPI-ESM1-2-HR_CMIP6	[-]	1.59	1.59	1.90	-0.311	0.368	2.21	0.482	0.657	0.614	0.933	0.668
NorESM2-MM_BARPA	[-]	1.97	1.97	1.94	0.0308	0.188	1.58	0.767	0.749	0.814	0.746	0.765
NorESM2-MM_CCAM	[-]	2.05	2.05	1.94	0.111	0.253	2.78	0.751	0.632	0.527	0.876	0.684
NorESM2-MM_CMIP6	[-]	1.70	1.70	1.95	-0.254	0.289	1.62	0.556	0.736	0.802	0.999	0.766

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.66
ACCESS-CM2_BARPA	[-]	2.38	2.36	2.66	-0.307	0.443	1.21	0.541	0.689	0.871	0.942	0.747
ACCESS-CM2_CCAM	[-]	2.63	2.60	2.66	-0.0602	0.409	1.62	0.680	0.539	0.782	0.979	0.704
ACCESS-CM2_CMIP6	[-]	1.91	1.91	2.41	-0.500	0.559	1.28	0.353	0.568	0.856	0.831	0.635
ACCESS-ESM1-5_BARPA	[-]	2.36	2.33	2.66	-0.329	0.461	1.49	0.530	0.681	0.810	0.978	0.736
ACCESS-ESM1-5_CCAM	[-]	2.52	2.50	2.66	-0.167	0.362	1.68	0.654	0.631	0.772	0.978	0.733
ACCESS-ESM1-5_CMIP6	[-]	1.98	1.98	2.55	-0.561	0.610	2.05	0.258	0.567	0.711	0.933	0.607
CESM2_BARPA	[-]	2.42	2.39	2.66	-0.268	0.403	1.09	0.566	0.740	0.873	0.952	0.774
CESM2_CCAM	[-]	2.67	2.64	2.66	-0.0219	0.395	1.41	0.664	0.580	0.811	0.997	0.726
CMCC-ESM2_BARPA	[-]	2.38	2.36	2.66	-0.305	0.428	1.25	0.554	0.721	0.846	0.960	0.760
CMCC-ESM2_CCAM	[-]	2.39	2.37	2.66	-0.290	0.394	1.35	0.570	0.686	0.831	0.869	0.728
CMCC-ESM2_CMIP6	[-]	2.41	2.41	2.60	-0.188	0.300	1.00	0.612	0.759	0.888	0.589	0.721
CNRM-ESM2-1_CCAM	[-]	2.41	2.38	2.66	-0.280	0.453	1.25	0.565	0.581	0.840	0.922	0.698
CNRM-ESM2-1_CMIP6	[-]	1.98	1.98	2.56	-0.574	0.617	1.80	0.288	0.635	0.762	0.879	0.640
EC-Earth3_BARPA	[-]	2.25	2.23	2.66	-0.435	0.535	1.10	0.486	0.670	0.864	0.974	0.733
EC-Earth3_CCAM	[-]	2.29	2.27	2.66	-0.389	0.507	1.24	0.505	0.585	0.841	0.911	0.685
EC-Earth3_CMIP6	[-]	2.18	2.18	2.61	-0.438	0.514	1.12	0.416	0.620	0.873	0.992	0.704
ERA5_BARPA	[-]	2.31	2.29	2.66	-0.377	0.465	1.14	0.512	0.740	0.855	0.912	0.752
ERA5_CCAM	[-]	2.43	2.41	2.66	-0.249	0.388	1.08	0.596	0.655	0.852	0.888	0.729
MPI-ESM1-2-HR_BARPA	[-]	2.72	2.69	2.66	0.0263	0.441	1.42	0.597	0.581	0.818	0.983	0.712
MPI-ESM1-2-HR_CMIP6	[-]	2.51	2.51	2.57	-0.0564	0.302	1.02	0.686	0.626	0.898	0.982	0.764
NorESM2-MM_BARPA	[-]	2.27	2.25	2.66	-0.412	0.487	0.977	0.491	0.750	0.887	0.864	0.749
NorESM2-MM_CCAM	[-]	2.59	2.57	2.66	-0.0944	0.376	1.85	0.688	0.577	0.727	0.944	0.702
NorESM2-MM_CMIP6	[-]	2.51	2.51	2.60	-0.0870	0.284	1.47	0.830	0.571	0.789	0.996	0.751

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	1.59
ACCESS-CM2_BARPA	[-]	1.74	1.74	1.59	0.150	0.232	2.09	0.640	0.615	0.698	0.993	0.712
ACCESS-CM2_CCAM	[-]	1.73	1.72	1.59	0.137	0.224	1.88	0.653	0.616	0.722	0.954	0.712
ACCESS-CM2_CMIP6	[-]	1.39	1.39	1.54	-0.146	0.198	1.88	0.618	0.655	0.707	0.995	0.726
ACCESS-ESM1-5_BARPA	[-]	1.69	1.68	1.59	0.0982	0.194	2.03	0.725	0.638	0.706	0.988	0.739
ACCESS-ESM1-5_CCAM	[-]	1.71	1.70	1.59	0.118	0.223	1.56	0.682	0.590	0.759	0.967	0.718
ACCESS-ESM1-5_CMIP6	[-]	1.43	1.43	1.56	-0.130	0.218	1.63	0.600	0.668	0.753	0.804	0.699
CESM2_BARPA	[-]	1.86	1.85	1.59	0.265	0.309	1.86	0.461	0.635	0.735	0.993	0.692
CESM2_CCAM	[-]	1.67	1.67	1.59	0.0802	0.230	2.21	0.743	0.570	0.675	0.939	0.699
CMCC-ESM2_BARPA	[-]	1.84	1.83	1.59	0.245	0.299	1.96	0.494	0.624	0.704	0.950	0.679
CMCC-ESM2_CCAM	[-]	1.64	1.63	1.59	0.0451	0.175	1.66	0.793	0.642	0.751	0.985	0.763
CMCC-ESM2_CMIP6	[-]	1.26	1.26	1.58	-0.317	0.340	1.60	0.364	0.691	0.778	0.974	0.699
CNRM-ESM2-1_CCAM	[-]	1.58	1.57	1.59	-0.0138	0.241	3.11	0.832	0.501	0.502	0.995	0.666
CNRM-ESM2-1_CMIP6	[-]	1.62	1.62	1.57	0.0471	0.180	2.04	0.783	0.568	0.701	0.997	0.723
EC-Earth3_BARPA	[-]	1.85	1.84	1.59	0.251	0.322	2.11	0.480	0.560	0.694	0.985	0.656
EC-Earth3_CCAM	[-]	1.60	1.59	1.59	0.00287	0.233	2.91	0.774	0.536	0.536	0.904	0.657
EC-Earth3_CMIP6	[-]	1.27	1.27	1.59	-0.317	0.343	1.72	0.374	0.674	0.726	0.931	0.676
ERA5_BARPA	[-]	1.78	1.77	1.59	0.181	0.243	1.82	0.586	0.640	0.748	0.988	0.720
ERA5_CCAM	[-]	1.65	1.64	1.59	0.0570	0.189	1.88	0.780	0.619	0.695	0.993	0.741
MPI-ESM1-2-HR_BARPA	[-]	1.89	1.88	1.59	0.297	0.354	1.95	0.423	0.578	0.722	0.938	0.647
MPI-ESM1-2-HR_CMIP6	[-]	1.23	1.23	1.58	-0.344	0.373	2.50	0.325	0.634	0.595	0.995	0.636
NorESM2-MM_BARPA	[-]	1.86	1.85	1.59	0.266	0.298	1.51	0.458	0.682	0.805	0.998	0.725
NorESM2-MM_CCAM	[-]	1.70	1.70	1.59	0.111	0.193	2.10	0.702	0.653	0.679	0.992	0.736
NorESM2-MM_CMIP6	[-]	1.45	1.45	1.58	-0.132	0.172	1.60	0.663	0.720	0.785	0.970	0.771

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	1.42
ACCESS-CM2_BARPA	[-]	1.69	1.67	1.42	0.257	0.312	2.45	0.438	0.562	0.602	0.968	0.626
ACCESS-CM2_CCAM	[-]	1.73	1.72	1.42	0.301	0.348	1.75	0.373	0.596	0.729	0.985	0.656
ACCESS-CM2_CMIP6	[-]	1.31	1.31	1.37	-0.0561	0.174	2.03	0.715	0.538	0.686	0.977	0.691
ACCESS-ESM1-5_BARPA	[-]	1.67	1.66	1.42	0.239	0.309	2.63	0.466	0.539	0.564	0.951	0.612
ACCESS-ESM1-5_CCAM	[-]	1.69	1.67	1.42	0.254	0.325	1.90	0.431	0.539	0.700	0.978	0.637
ACCESS-ESM1-5_CMIP6	[-]	1.44	1.44	1.39	0.0490	0.211	2.04	0.660	0.493	0.688	0.866	0.640
CESM2_BARPA	[-]	1.82	1.80	1.42	0.385	0.430	2.43	0.288	0.536	0.618	0.922	0.580
CESM2_CCAM	[-]	1.63	1.61	1.42	0.198	0.302	2.59	0.537	0.507	0.584	0.859	0.599
CMCC-ESM2_BARPA	[-]	1.76	1.74	1.42	0.321	0.371	2.57	0.365	0.554	0.585	0.898	0.591
CMCC-ESM2_CCAM	[-]	1.52	1.50	1.42	0.0850	0.187	1.91	0.673	0.650	0.720	0.918	0.722
CMCC-ESM2_CMIP6	[-]	1.13	1.13	1.40	-0.273	0.313	2.82	0.383	0.611	0.522	0.911	0.608
CNRM-ESM2-1_CCAM	[-]	1.54	1.53	1.42	0.110	0.252	1.89	0.655	0.505	0.721	0.985	0.674
CNRM-ESM2-1_CMIP6	[-]	1.51	1.51	1.39	0.119	0.256	2.39	0.585	0.440	0.633	0.991	0.618
EC-Earth3_BARPA	[-]	1.77	1.75	1.42	0.333	0.393	2.53	0.347	0.510	0.585	0.907	0.572
EC-Earth3_CCAM	[-]	1.52	1.51	1.42	0.0883	0.227	1.85	0.674	0.559	0.722	0.924	0.687
EC-Earth3_CMIP6	[-]	1.24	1.24	1.40	-0.158	0.255	1.98	0.506	0.577	0.711	0.965	0.667
ERA5_BARPA	[-]	1.70	1.68	1.42	0.261	0.320	2.56	0.431	0.552	0.573	0.960	0.614
ERA5_CCAM	[-]	1.53	1.52	1.42	0.101	0.205	1.72	0.670	0.609	0.752	0.924	0.713
MPI-ESM1-2-HR_BARPA	[-]	1.80	1.78	1.42	0.360	0.418	2.49	0.323	0.500	0.595	0.885	0.560
MPI-ESM1-2-HR_CMIP6	[-]	1.13	1.13	1.41	-0.275	0.319	2.16	0.352	0.569	0.663	0.989	0.628
NorESM2-MM_BARPA	[-]	1.77	1.75	1.42	0.333	0.369	2.25	0.334	0.591	0.657	0.970	0.629
NorESM2-MM_CCAM	[-]	1.58	1.56	1.42	0.147	0.212	1.69	0.600	0.658	0.761	0.942	0.724
NorESM2-MM_CMIP6	[-]	1.36	1.36	1.40	-0.0432	0.165	1.99	0.711	0.584	0.695	0.990	0.713

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.63
ACCESS-CM2_BARPA	[-]	2.63	2.63	2.63	0.000781	0.233	0.716	0.836	0.726	0.911	0.878	0.815
ACCESS-CM2_CCAM	[-]	2.63	2.63	2.63	0.00223	0.274	1.46	0.888	0.637	0.791	0.998	0.790
ACCESS-CM2_CMIP6	[-]	2.50	2.50	2.63	-0.133	0.241	0.914	0.766	0.717	0.901	0.592	0.738
ACCESS-ESM1-5_BARPA	[-]	2.71	2.71	2.63	0.0778	0.226	1.11	0.779	0.777	0.871	0.819	0.805
ACCESS-ESM1-5_CCAM	[-]	2.59	2.59	2.63	-0.0384	0.267	1.87	0.848	0.657	0.760	0.999	0.784
ACCESS-ESM1-5_CMIP6	[-]	2.49	2.49	2.60	-0.110	0.257	1.81	0.808	0.688	0.782	0.562	0.706
CESM2_BARPA	[-]	2.78	2.78	2.63	0.151	0.297	1.20	0.709	0.726	0.832	0.768	0.752
CESM2_CCAM	[-]	2.71	2.71	2.63	0.0776	0.234	2.00	0.839	0.712	0.691	0.972	0.785
CMCC-ESM2_BARPA	[-]	2.75	2.75	2.63	0.125	0.310	1.91	0.741	0.672	0.705	0.824	0.723
CMCC-ESM2_CCAM	[-]	2.59	2.59	2.63	-0.0420	0.287	2.41	0.839	0.639	0.602	0.981	0.740
CMCC-ESM2_CMIP6	[-]	2.56	2.56	2.60	-0.0402	0.275	1.40	0.725	0.752	0.780	0.564	0.715
CNRM-ESM2-1_CCAM	[-]	2.52	2.51	2.63	-0.114	0.276	0.802	0.777	0.689	0.901	0.998	0.811
CNRM-ESM2-1_CMIP6	[-]	2.42	2.42	2.61	-0.192	0.327	0.538	0.709	0.672	0.914	0.934	0.780
EC-Earth3_BARPA	[-]	2.63	2.63	2.63	0.00430	0.230	0.737	0.818	0.739	0.930	0.844	0.814
EC-Earth3_CCAM	[-]	2.46	2.45	2.63	-0.174	0.336	0.815	0.725	0.644	0.914	0.998	0.785
EC-Earth3_CMIP6	[-]	2.41	2.41	2.62	-0.217	0.360	0.587	0.664	0.615	0.935	0.865	0.739
ERA5_BARPA	[-]	2.63	2.63	2.63	0.00501	0.242	0.982	0.830	0.721	0.851	0.847	0.794
ERA5_CCAM	[-]	2.59	2.59	2.63	-0.0404	0.269	1.21	0.828	0.667	0.811	0.981	0.791
MPI-ESM1-2-HR_BARPA	[-]	3.08	3.07	2.63	0.446	0.583	1.03	0.463	0.570	0.867	0.733	0.641
MPI-ESM1-2-HR_CMIP6	[-]	2.78	2.78	2.62	0.163	0.396	1.12	0.734	0.544	0.875	0.764	0.692
NorESM2-MM_BARPA	[-]	2.57	2.57	2.63	-0.0614	0.277	2.13	0.837	0.669	0.685	0.913	0.755
NorESM2-MM_CCAM	[-]	2.56	2.56	2.63	-0.0680	0.286	2.36	0.824	0.644	0.626	0.999	0.747
NorESM2-MM_CMIP6	[-]	2.42	2.42	2.60	-0.179	0.351	2.29	0.662	0.641	0.636	0.703	0.656

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	1.86
ACCESS-CM2_BARPA	[-]	2.11	2.10	1.86	0.239	0.293	1.38	0.590	0.702	0.813	0.993	0.760
ACCESS-CM2_CCAM	[-]	2.01	2.01	1.86	0.141	0.238	1.43	0.706	0.675	0.808	0.911	0.755
ACCESS-CM2_CMIP6	[-]	1.67	1.67	1.86	-0.192	0.232	0.980	0.611	0.735	0.880	0.995	0.791
ACCESS-ESM1-5_BARPA	[-]	2.06	2.06	1.86	0.197	0.264	1.44	0.646	0.702	0.810	0.988	0.769
ACCESS-ESM1-5_CCAM	[-]	1.96	1.96	1.86	0.0957	0.247	1.75	0.758	0.630	0.765	0.895	0.736
ACCESS-ESM1-5_CMIP6	[-]	1.79	1.79	1.86	-0.0749	0.210	1.66	0.800	0.628	0.775	0.983	0.763
CESM2_BARPA	[-]	2.22	2.22	1.86	0.351	0.402	1.57	0.464	0.654	0.791	0.955	0.703
CESM2_CCAM	[-]	1.79	1.79	1.86	-0.0744	0.234	1.95	0.814	0.627	0.729	0.977	0.755
CMCC-ESM2_BARPA	[-]	2.17	2.17	1.86	0.305	0.352	1.37	0.514	0.686	0.825	0.974	0.737
CMCC-ESM2_CCAM	[-]	1.97	1.97	1.86	0.105	0.201	0.821	0.760	0.715	0.899	0.998	0.817
CMCC-ESM2_CMIP6	[-]	1.63	1.63	1.86	-0.231	0.284	0.850	0.592	0.707	0.891	0.998	0.779
CNRM-ESM2-1_CCAM	[-]	1.85	1.84	1.86	-0.0200	0.238	1.57	0.774	0.625	0.779	0.878	0.736
CNRM-ESM2-1_CMIP6	[-]	1.80	1.80	1.86	-0.0579	0.179	1.22	0.815	0.695	0.832	0.945	0.797
EC-Earth3_BARPA	[-]	2.14	2.14	1.86	0.278	0.348	1.58	0.548	0.644	0.797	0.998	0.726
EC-Earth3_CCAM	[-]	1.78	1.77	1.86	-0.0893	0.270	1.51	0.775	0.593	0.788	0.843	0.718
EC-Earth3_CMIP6	[-]	1.64	1.64	1.87	-0.222	0.284	1.09	0.603	0.680	0.861	0.981	0.761
ERA5_BARPA	[-]	2.12	2.12	1.86	0.255	0.298	1.39	0.573	0.717	0.809	0.990	0.761
ERA5_CCAM	[-]	1.90	1.89	1.86	0.0283	0.166	0.846	0.852	0.716	0.889	0.969	0.828
MPI-ESM1-2-HR_BARPA	[-]	2.28	2.28	1.86	0.414	0.454	1.35	0.412	0.667	0.818	0.884	0.690
MPI-ESM1-2-HR_CMIP6	[-]	1.68	1.68	1.86	-0.183	0.274	1.32	0.621	0.654	0.842	0.936	0.741
NorESM2-MM_BARPA	[-]	2.16	2.16	1.86	0.292	0.331	1.34	0.519	0.710	0.833	0.999	0.754
NorESM2-MM_CCAM	[-]	1.99	1.99	1.86	0.124	0.202	1.01	0.734	0.732	0.875	0.970	0.809
NorESM2-MM_CMIP6	[-]	1.69	1.69	1.86	-0.168	0.220	0.972	0.678	0.738	0.885	0.953	0.798

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.49
ACCESS-CM2_BARPA	[-]	2.69	2.69	2.49	0.197	0.275	0.613	0.724	0.750	0.929	0.993	0.829
ACCESS-CM2_CCAM	[-]	2.49	2.49	2.49	-0.00265	0.219	1.04	0.856	0.741	0.862	0.978	0.836
ACCESS-CM2_CMIP6	[-]	2.29	2.29	2.48	-0.195	0.299	0.889	0.682	0.737	0.902	0.974	0.807
ACCESS-ESM1-5_BARPA	[-]	2.71	2.71	2.49	0.217	0.294	1.04	0.710	0.747	0.881	0.999	0.817
ACCESS-ESM1-5_CCAM	[-]	2.40	2.40	2.49	-0.0897	0.244	1.54	0.820	0.730	0.817	0.971	0.813
ACCESS-ESM1-5_CMIP6	[-]	2.33	2.33	2.47	-0.140	0.271	1.61	0.737	0.721	0.794	0.975	0.789
CESM2_BARPA	[-]	2.85	2.84	2.49	0.352	0.408	0.938	0.568	0.734	0.887	0.998	0.784
CESM2_CCAM	[-]	2.40	2.40	2.49	-0.0899	0.247	1.04	0.785	0.744	0.882	0.998	0.831
CMCC-ESM2_BARPA	[-]	2.82	2.82	2.49	0.327	0.388	0.941	0.587	0.726	0.885	0.994	0.784
CMCC-ESM2_CCAM	[-]	2.50	2.50	2.49	0.0110	0.226	1.10	0.820	0.750	0.864	0.948	0.827
CMCC-ESM2_CMIP6	[-]	2.19	2.19	2.47	-0.277	0.332	0.855	0.610	0.758	0.890	0.983	0.800
CNRM-ESM2-1_CCAM	[-]	2.32	2.32	2.49	-0.174	0.276	0.970	0.734	0.776	0.863	0.816	0.793
CNRM-ESM2-1_CMIP6	[-]	2.28	2.28	2.46	-0.179	0.279	0.848	0.731	0.732	0.879	0.934	0.802
EC-Earth3_BARPA	[-]	2.64	2.63	2.49	0.146	0.311	1.01	0.766	0.684	0.878	0.974	0.797
EC-Earth3_CCAM	[-]	2.28	2.28	2.49	-0.210	0.294	0.851	0.700	0.772	0.887	0.931	0.812
EC-Earth3_CMIP6	[-]	2.17	2.17	2.48	-0.314	0.379	0.618	0.572	0.763	0.923	0.996	0.804
ERA5_BARPA	[-]	2.72	2.72	2.49	0.226	0.284	0.592	0.686	0.775	0.927	0.982	0.829
ERA5_CCAM	[-]	2.47	2.47	2.49	-0.0221	0.178	0.516	0.863	0.797	0.934	0.970	0.872
MPI-ESM1-2-HR_BARPA	[-]	3.11	3.11	2.49	0.617	0.659	0.651	0.373	0.691	0.936	0.968	0.732
MPI-ESM1-2-HR_CMIP6	[-]	2.51	2.51	2.49	0.0276	0.302	0.814	0.755	0.684	0.906	0.900	0.786
NorESM2-MM_BARPA	[-]	2.62	2.62	2.49	0.127	0.264	0.908	0.762	0.732	0.893	0.965	0.817
NorESM2-MM_CCAM	[-]	2.48	2.48	2.49	-0.0135	0.249	1.14	0.837	0.718	0.867	0.929	0.814
NorESM2-MM_CMIP6	[-]	2.24	2.24	2.47	-0.228	0.316	1.41	0.672	0.713	0.825	0.998	0.784

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.42
ACCESS-CM2_BARPA	[-]	2.49	2.44	2.42	0.0218	0.271	1.34	0.703	0.731	0.796	0.855	0.763
ACCESS-CM2_CCAM	[-]	2.68	2.64	2.42	0.224	0.310	0.810	0.651	0.748	0.911	0.855	0.782
ACCESS-CM2_CMIP6	[-]	1.87	1.87	2.22	-0.352	0.366	0.487	0.434	0.789	0.969	0.982	0.793
ACCESS-ESM1-5_BARPA	[-]	2.52	2.47	2.42	0.0553	0.279	1.86	0.689	0.739	0.716	0.865	0.750
ACCESS-ESM1-5_CCAM	[-]	2.72	2.68	2.42	0.265	0.322	1.02	0.613	0.776	0.873	0.903	0.788
ACCESS-ESM1-5_CMIP6	[-]	1.20	1.20	1.70	-0.500	0.503	0.00	0.189	0.824	1.00	1.00	0.767
CESM2_BARPA	[-]	2.56	2.51	2.42	0.0947	0.260	1.17	0.713	0.764	0.831	0.885	0.791
CESM2_CCAM	[-]	2.85	2.80	2.42	0.389	0.434	1.08	0.495	0.729	0.866	0.918	0.747
CMCC-ESM2_BARPA	[-]	2.53	2.49	2.42	0.0751	0.270	0.956	0.699	0.755	0.907	0.797	0.783
CMCC-ESM2_CCAM	[-]	2.74	2.70	2.42	0.289	0.338	1.03	0.611	0.775	0.904	0.805	0.774
CMCC-ESM2_CMIP6	[-]	2.04	2.04	2.21	-0.166	0.467	1.48	0.352	0.624	0.850	0.565	0.603
CNRM-ESM2-1_CCAM	[-]	2.71	2.67	2.42	0.260	0.344	1.82	0.623	0.733	0.744	0.833	0.733
CNRM-ESM2-1_CMIP6	[-]	1.81	1.81	2.06	-0.253	0.290	2.55	0.516	0.691	0.622	0.245	0.553
EC-Earth3_BARPA	[-]	2.41	2.36	2.42	-0.0521	0.282	0.984	0.667	0.749	0.891	0.862	0.784
EC-Earth3_CCAM	[-]	2.48	2.45	2.42	0.0323	0.259	1.02	0.696	0.766	0.894	0.778	0.780
EC-Earth3_CMIP6	[-]	2.19	2.19	2.34	-0.147	0.319	2.18	0.606	0.628	0.689	0.989	0.708
ERA5_BARPA	[-]	2.46	2.42	2.42	0.00129	0.252	1.07	0.677	0.803	0.864	0.835	0.796
ERA5_CCAM	[-]	2.69	2.65	2.42	0.238	0.302	0.567	0.642	0.792	0.931	0.853	0.802
MPI-ESM1-2-HR_BARPA	[-]	2.63	2.58	2.42	0.168	0.300	0.778	0.658	0.755	0.926	0.896	0.798
MPI-ESM1-2-HR_CMIP6	[-]	2.36	2.36	2.38	-0.0265	0.297	0.659	0.644	0.633	0.958	0.212	0.616
NorESM2-MM_BARPA	[-]	2.46	2.41	2.42	-0.00447	0.288	0.965	0.694	0.720	0.887	0.807	0.766
NorESM2-MM_CCAM	[-]	2.66	2.62	2.42	0.204	0.305	0.973	0.664	0.732	0.900	0.933	0.792
NorESM2-MM_CMIP6	[-]	2.19	2.19	2.21	-0.0149	0.257	0.983	0.697	0.556	0.937	0.803	0.710

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.16
ACCESS-CM2_BARPA	[-]	2.16	2.10	2.16	-0.0605	0.204	0.928	0.763	0.785	0.904	0.957	0.839
ACCESS-CM2_CCAM	[-]	2.36	2.30	2.16	0.137	0.224	0.846	0.733	0.761	0.935	0.986	0.835
ACCESS-CM2_CMIP6	[-]	1.16	1.16	1.83	-0.669	0.682	0.00	0.162	0.691	1.00	1.00	0.709
ACCESS-ESM1-5_BARPA	[-]	2.19	2.13	2.16	-0.0338	0.206	1.75	0.775	0.768	0.762	0.970	0.809
ACCESS-ESM1-5_CCAM	[-]	2.31	2.25	2.16	0.0909	0.206	1.07	0.761	0.764	0.878	0.999	0.833
ACCESS-ESM1-5_CMIP6	[-]	1.39	1.39	2.16	-0.772	0.788	0.974	0.162	0.702	0.883	0.507	0.591
CESM2_BARPA	[-]	2.23	2.17	2.16	0.00907	0.179	0.362	0.788	0.807	0.969	0.970	0.868
CESM2_CCAM	[-]	2.43	2.37	2.16	0.205	0.272	0.982	0.658	0.759	0.895	0.998	0.813
CMCC-ESM2_BARPA	[-]	2.26	2.20	2.16	0.0405	0.195	0.520	0.777	0.781	0.959	0.931	0.846
CMCC-ESM2_CCAM	[-]	2.44	2.39	2.16	0.230	0.288	0.502	0.630	0.761	0.968	0.982	0.820
CMCC-ESM2_CMIP6	[-]	1.90	1.90	2.09	-0.189	0.677	0.333	0.214	0.772	0.979	0.304	0.608
CNRM-ESM2-1_CCAM	[-]	2.38	2.33	2.16	0.163	0.251	1.85	0.694	0.751	0.753	0.981	0.786
CNRM-ESM2-1_CMIP6	[-]	1.71	1.71	1.96	-0.245	0.280	2.05	0.535	0.716	0.724	0.986	0.735
EC-Earth3_BARPA	[-]	2.13	2.07	2.16	-0.0947	0.232	0.945	0.736	0.752	0.906	0.949	0.819
EC-Earth3_CCAM	[-]	2.22	2.17	2.16	0.00421	0.189	1.39	0.808	0.763	0.839	0.977	0.830
EC-Earth3_CMIP6	[-]	2.02	2.02	2.10	-0.0849	0.305	0.879	0.705	0.612	0.882	0.954	0.753
ERA5_BARPA	[-]	2.24	2.18	2.16	0.0129	0.172	0.425	0.780	0.835	0.965	0.923	0.867
ERA5_CCAM	[-]	2.41	2.35	2.16	0.186	0.238	0.422	0.684	0.802	0.969	0.982	0.848
MPI-ESM1-2-HR_BARPA	[-]	2.35	2.29	2.16	0.127	0.251	0.635	0.731	0.718	0.930	0.959	0.812
MPI-ESM1-2-HR_CMIP6	[-]	2.01	2.01	2.01	-0.00762	0.323	1.22	0.631	0.673	0.873	0.948	0.760
NorESM2-MM_BARPA	[-]	2.17	2.11	2.16	-0.0496	0.200	0.600	0.768	0.787	0.940	0.949	0.846
NorESM2-MM_CCAM	[-]	2.31	2.25	2.16	0.0885	0.204	0.407	0.770	0.768	0.970	0.997	0.855
NorESM2-MM_CMIP6	[-]	2.08	2.08	2.09	-0.0128	0.374	0.651	0.475	0.751	0.958	0.486	0.684

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.72
ACCESS-CM2_BARPA	[-]	2.58	2.56	2.72	-0.152	0.361	0.840	0.647	0.769	0.916	0.972	0.814
ACCESS-CM2_CCAM	[-]	2.80	2.80	2.72	0.0828	0.371	1.00	0.764	0.635	0.911	0.756	0.740
ACCESS-CM2_CMIP6	[-]	2.17	2.17	2.31	-0.142	0.313	1.38	0.699	0.612	0.868	0.868	0.732
ACCESS-ESM1-5_BARPA	[-]	2.65	2.62	2.72	-0.0927	0.368	1.15	0.654	0.738	0.877	0.987	0.799
ACCESS-ESM1-5_CCAM	[-]	2.84	2.84	2.72	0.121	0.381	1.13	0.772	0.619	0.896	0.826	0.746
ACCESS-ESM1-5_CMIP6	[-]	1.89	1.89	2.46	-0.564	0.615	0.689	0.321	0.611	0.954	0.717	0.643
CESM2_BARPA	[-]	2.66	2.65	2.72	-0.0717	0.327	0.423	0.676	0.779	0.949	0.969	0.830
CESM2_CCAM	[-]	3.00	2.99	2.72	0.275	0.464	0.700	0.661	0.600	0.906	0.912	0.736
CMCC-ESM2_BARPA	[-]	2.63	2.62	2.72	-0.0945	0.351	0.528	0.664	0.761	0.942	0.966	0.819
CMCC-ESM2_CCAM	[-]	2.65	2.65	2.72	-0.0695	0.314	0.554	0.741	0.733	0.933	0.632	0.754
CMCC-ESM2_CMIP6	[-]	2.24	2.24	2.45	-0.210	0.459	2.55	0.476	0.751	0.599	0.877	0.691
CNRM-ESM2-1_CCAM	[-]	2.71	2.71	2.72	-0.00947	0.356	2.38	0.759	0.649	0.641	0.702	0.680
CNRM-ESM2-1_CMIP6	[-]	2.09	2.09	2.48	-0.397	0.465	3.07	0.484	0.645	0.494	0.906	0.635
EC-Earth3_BARPA	[-]	2.44	2.43	2.72	-0.290	0.460	1.30	0.570	0.743	0.832	0.985	0.774
EC-Earth3_CCAM	[-]	2.56	2.56	2.72	-0.153	0.402	1.61	0.712	0.634	0.802	0.651	0.686
EC-Earth3_CMIP6	[-]	2.60	2.60	2.71	-0.115	0.322	1.61	0.720	0.680	0.800	0.891	0.754
ERA5_BARPA	[-]	2.51	2.50	2.72	-0.217	0.372	0.502	0.625	0.816	0.936	0.961	0.831
ERA5_CCAM	[-]	2.70	2.70	2.72	-0.0148	0.297	0.589	0.761	0.729	0.929	0.701	0.770
MPI-ESM1-2-HR_BARPA	[-]	2.94	2.92	2.72	0.205	0.452	0.552	0.690	0.619	0.939	0.973	0.768
MPI-ESM1-2-HR_CMIP6	[-]	2.85	2.85	2.69	0.153	0.359	1.36	0.758	0.613	0.839	0.606	0.686
NorESM2-MM_BARPA	[-]	2.46	2.45	2.72	-0.265	0.410	0.596	0.597	0.775	0.923	0.950	0.804
NorESM2-MM_CCAM	[-]	2.71	2.72	2.72	-0.00186	0.318	0.563	0.785	0.685	0.929	0.773	0.771
NorESM2-MM_CMIP6	[-]	2.42	2.42	2.45	-0.0311	0.396	0.838	0.600	0.551	0.894	0.975	0.714

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.62
ACCESS-CM2_BARPA	[-]	2.71	2.69	2.62	0.0667	0.280	0.921	0.839	0.766	0.930	0.727	0.806
ACCESS-CM2_CCAM	[-]	2.80	2.78	2.62	0.155	0.331	1.11	0.818	0.714	0.913	0.749	0.781
ACCESS-CM2_CMIP6	[-]	1.67	1.67	2.27	-0.594	0.612	1.36	0.391	0.816	0.871	0.878	0.755
ACCESS-ESM1-5_BARPA	[-]	2.80	2.78	2.62	0.155	0.279	0.314	0.811	0.793	0.970	0.790	0.831
ACCESS-ESM1-5_CCAM	[-]	2.78	2.75	2.62	0.130	0.327	0.611	0.825	0.711	0.944	0.810	0.800
ACCESS-ESM1-5_CMIP6	[-]	2.29	2.29	2.71	-0.418	0.451	1.03	0.525	0.768	0.930	0.978	0.794
CESM2_BARPA	[-]	2.83	2.81	2.62	0.182	0.314	0.340	0.796	0.756	0.978	0.797	0.817
CESM2_CCAM	[-]	2.88	2.86	2.62	0.234	0.305	0.231	0.743	0.811	0.978	0.869	0.843
CMCC-ESM2_BARPA	[-]	2.89	2.87	2.62	0.248	0.395	0.215	0.732	0.703	0.986	0.825	0.790
CMCC-ESM2_CCAM	[-]	2.72	2.70	2.62	0.0776	0.248	0.136	0.848	0.790	0.991	0.741	0.832
CMCC-ESM2_CMIP6	[-]	2.29	2.29	2.46	-0.169	0.275	0.788	0.721	0.813	0.927	0.930	0.841
CNRM-ESM2-1_CCAM	[-]	2.70	2.68	2.62	0.0532	0.276	1.85	0.833	0.759	0.753	0.681	0.757
CNRM-ESM2-1_CMIP6	[-]	1.86	1.86	2.04	-0.185	0.221	1.03	0.740	0.821	0.930	1.00	0.863
EC-Earth3_BARPA	[-]	2.75	2.73	2.62	0.111	0.263	0.728	0.823	0.802	0.930	0.800	0.831
EC-Earth3_CCAM	[-]	2.61	2.59	2.62	-0.0382	0.297	1.19	0.812	0.738	0.871	0.667	0.765
EC-Earth3_CMIP6	[-]	2.46	2.46	2.52	-0.0559	0.320	1.97	0.789	0.689	0.760	0.822	0.750
ERA5_BARPA	[-]	2.76	2.74	2.63	0.119	0.302	0.136	0.830	0.751	0.991	0.738	0.812
ERA5_CCAM	[-]	2.76	2.74	2.63	0.115	0.232	0.159	0.849	0.813	0.990	0.705	0.834
MPI-ESM1-2-HR_BARPA	[-]	3.09	3.07	2.62	0.445	0.613	0.326	0.569	0.591	0.978	0.804	0.707
MPI-ESM1-2-HR_CMIP6	[-]	2.83	2.83	2.60	0.229	0.370	1.03	0.728	0.670	0.930	0.916	0.783
NorESM2-MM_BARPA	[-]	2.64	2.62	2.62	-0.000598	0.299	0.690	0.819	0.736	0.954	0.747	0.799
NorESM2-MM_CCAM	[-]	2.67	2.65	2.62	0.0292	0.237	0.159	0.853	0.794	0.990	0.732	0.832
NorESM2-MM_CMIP6	[-]	2.27	2.27	2.46	-0.186	0.219	0.208	0.759	0.841	0.986	0.998	0.885

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.59
ACCESS-CM2_BARPA	[-]	2.97	2.88	2.59	0.297	0.387	0.763	0.671	0.735	0.924	0.997	0.812
ACCESS-CM2_CCAM	[-]	2.82	2.76	2.59	0.178	0.363	1.37	0.765	0.685	0.841	0.976	0.790
ACCESS-CM2_CMIP6	[-]	2.25	2.25	2.19	0.0685	0.266	0.517	0.895	0.659	0.936	1.00	0.830
ACCESS-ESM1-5_BARPA	[-]	3.07	2.97	2.59	0.384	0.445	1.40	0.599	0.756	0.840	0.998	0.790
ACCESS-ESM1-5_CCAM	[-]	2.74	2.68	2.59	0.0962	0.326	1.65	0.810	0.699	0.815	0.960	0.797
ACCESS-ESM1-5_CMIP6	[-]	2.65	2.65	2.48	0.169	0.295	1.70	0.758	0.667	0.808	0.483	0.677
CESM2_BARPA	[-]	3.12	3.02	2.59	0.439	0.513	1.20	0.551	0.712	0.832	0.996	0.761
CESM2_CCAM	[-]	2.83	2.77	2.59	0.188	0.299	1.32	0.755	0.779	0.848	0.966	0.825
CMCC-ESM2_BARPA	[-]	3.11	3.01	2.59	0.425	0.557	2.00	0.565	0.627	0.703	0.997	0.704
CMCC-ESM2_CCAM	[-]	2.64	2.59	2.59	0.00279	0.309	1.93	0.820	0.704	0.708	0.952	0.778
CMCC-ESM2_CMIP6	[-]	2.33	2.33	2.47	-0.136	0.339	1.73	0.750	0.686	0.731	0.989	0.768
CNRM-ESM2-1_CCAM	[-]	2.52	2.47	2.59	-0.112	0.281	0.678	0.766	0.782	0.907	0.845	0.817
CNRM-ESM2-1_CMIP6	[-]	2.46	2.46	2.51	-0.0490	0.229	0.403	0.862	0.747	0.950	0.943	0.850
EC-Earth3_BARPA	[-]	3.02	2.92	2.59	0.338	0.404	1.03	0.631	0.773	0.907	0.998	0.817
EC-Earth3_CCAM	[-]	2.60	2.54	2.59	-0.0416	0.300	1.09	0.794	0.727	0.903	0.924	0.815
EC-Earth3_CMIP6	[-]	2.44	2.44	2.43	0.0169	0.376	1.02	0.780	0.631	0.903	0.946	0.779
ERA5_BARPA	[-]	2.98	2.89	2.59	0.307	0.402	1.47	0.661	0.722	0.764	0.997	0.773
ERA5_CCAM	[-]	2.72	2.67	2.59	0.0844	0.291	0.798	0.810	0.744	0.879	0.923	0.820
MPI-ESM1-2-HR_BARPA	[-]	3.51	3.41	2.59	0.824	0.907	1.22	0.323	0.595	0.857	0.976	0.669
MPI-ESM1-2-HR_CMIP6	[-]	3.09	3.09	2.55	0.541	0.670	0.564	0.463	0.570	0.950	0.733	0.657
NorESM2-MM_BARPA	[-]	2.80	2.72	2.59	0.137	0.379	1.87	0.792	0.645	0.754	0.984	0.764
NorESM2-MM_CCAM	[-]	2.63	2.58	2.59	-0.00207	0.352	1.85	0.832	0.652	0.758	0.941	0.767
NorESM2-MM_CMIP6	[-]	2.25	2.25	2.47	-0.214	0.394	2.33	0.726	0.635	0.676	0.980	0.730

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.48
ACCESS-CM2_BARPA	[-]	2.55	2.52	2.48	0.0425	0.261	0.962	0.846	0.683	0.891	0.999	0.820
ACCESS-CM2_CCAM	[-]	2.51	2.49	2.48	0.0120	0.222	0.920	0.827	0.750	0.910	0.991	0.846
ACCESS-CM2_CMIP6	[-]	2.14	2.14	2.42	-0.273	0.324	1.17	0.597	0.777	0.854	0.855	0.772
ACCESS-ESM1-5_BARPA	[-]	2.66	2.63	2.48	0.150	0.271	1.54	0.787	0.715	0.785	0.995	0.800
ACCESS-ESM1-5_CCAM	[-]	2.47	2.45	2.48	-0.0312	0.230	1.38	0.797	0.758	0.836	0.996	0.829
ACCESS-ESM1-5_CMIP6	[-]	2.12	2.12	2.38	-0.266	0.328	0.871	0.599	0.747	0.910	0.938	0.788
CESM2_BARPA	[-]	2.60	2.57	2.48	0.0937	0.258	1.08	0.822	0.702	0.849	0.997	0.814
CESM2_CCAM	[-]	2.45	2.43	2.48	-0.0513	0.224	0.978	0.785	0.768	0.917	0.973	0.842
CMCC-ESM2_BARPA	[-]	2.67	2.65	2.48	0.172	0.294	0.724	0.759	0.691	0.922	0.998	0.812
CMCC-ESM2_CCAM	[-]	2.43	2.41	2.48	-0.0714	0.218	0.857	0.806	0.763	0.915	0.996	0.848
CMCC-ESM2_CMIP6	[-]	2.16	2.16	2.44	-0.287	0.380	0.861	0.581	0.782	0.909	0.649	0.740
CNRM-ESM2-1_CCAM	[-]	2.39	2.37	2.48	-0.109	0.242	1.38	0.752	0.778	0.841	0.991	0.828
CNRM-ESM2-1_CMIP6	[-]	2.30	2.30	2.42	-0.125	0.291	1.27	0.727	0.672	0.859	0.995	0.785
EC-Earth3_BARPA	[-]	2.56	2.53	2.48	0.0518	0.285	1.18	0.831	0.662	0.861	0.996	0.802
EC-Earth3_CCAM	[-]	2.35	2.33	2.48	-0.152	0.263	0.845	0.719	0.773	0.920	0.998	0.837
EC-Earth3_CMIP6	[-]	2.20	2.20	2.46	-0.261	0.339	0.818	0.621	0.739	0.908	0.980	0.798
ERA5_BARPA	[-]	2.60	2.58	2.48	0.0971	0.240	0.688	0.822	0.725	0.932	0.999	0.841
ERA5_CCAM	[-]	2.54	2.52	2.48	0.0363	0.195	0.759	0.839	0.782	0.933	0.997	0.867
MPI-ESM1-2-HR_BARPA	[-]	2.94	2.91	2.48	0.432	0.544	0.974	0.509	0.597	0.913	0.920	0.707
MPI-ESM1-2-HR_CMIP6	[-]	2.50	2.50	2.47	0.0315	0.213	0.779	0.802	0.757	0.927	0.976	0.844
NorESM2-MM_BARPA	[-]	2.37	2.35	2.48	-0.132	0.270	0.663	0.747	0.722	0.929	0.978	0.820
NorESM2-MM_CCAM	[-]	2.41	2.39	2.48	-0.0934	0.225	0.587	0.789	0.767	0.942	0.994	0.852
NorESM2-MM_CMIP6	[-]	2.05	2.05	2.44	-0.388	0.424	0.864	0.508	0.752	0.913	0.875	0.760

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	1.28
ACCESS-CM2_BARPA	[-]	1.41	1.37	1.28	0.0904	0.193	1.79	0.655	0.592	0.739	0.985	0.712
ACCESS-CM2_CCAM	[-]	1.53	1.50	1.28	0.221	0.267	2.99	0.448	0.612	0.508	0.985	0.633
ACCESS-CM2_CMIP6	[-]	0.753	0.753	1.07	-0.319	0.336	2.01	0.152	0.560	0.724	0.981	0.595
ACCESS-ESM1-5_BARPA	[-]	1.36	1.32	1.28	0.0410	0.181	2.39	0.704	0.586	0.640	0.983	0.700
ACCESS-ESM1-5_CCAM	[-]	1.48	1.46	1.28	0.175	0.249	2.78	0.522	0.546	0.551	0.975	0.628
ACCESS-ESM1-5_CMIP6	[-]	0.744	0.744	1.05	-0.309	0.386	2.55	0.135	0.549	0.561	0.449	0.449
CESM2_BARPA	[-]	1.52	1.48	1.28	0.197	0.244	1.35	0.489	0.646	0.821	0.993	0.719
CESM2_CCAM	[-]	1.54	1.52	1.28	0.233	0.308	3.32	0.417	0.502	0.455	0.935	0.562
CMCC-ESM2_BARPA	[-]	1.49	1.45	1.28	0.171	0.231	1.38	0.543	0.629	0.804	0.994	0.720
CMCC-ESM2_CCAM	[-]	1.48	1.45	1.28	0.172	0.226	2.19	0.528	0.628	0.655	0.961	0.680
CMCC-ESM2_CMIP6	[-]	0.793	0.793	1.19	-0.396	0.407	3.84	0.178	0.644	0.333	0.858	0.531
CNRM-ESM2-1_CCAM	[-]	1.41	1.39	1.28	0.107	0.237	3.36	0.640	0.512	0.453	0.947	0.613
CNRM-ESM2-1_CMIP6	[-]	1.04	1.04	1.05	-0.0147	0.238	3.20	0.465	0.301	0.471	0.796	0.467
EC-Earth3_BARPA	[-]	1.50	1.46	1.28	0.176	0.253	1.88	0.528	0.573	0.738	0.992	0.681
EC-Earth3_CCAM	[-]	1.45	1.42	1.28	0.142	0.246	2.97	0.563	0.542	0.501	0.896	0.609
EC-Earth3_CMIP6	[-]	1.04	1.04	1.27	-0.234	0.301	1.81	0.352	0.627	0.726	0.972	0.661
ERA5_BARPA	[-]	1.42	1.39	1.28	0.105	0.195	1.71	0.643	0.608	0.770	0.984	0.723
ERA5_CCAM	[-]	1.44	1.42	1.28	0.135	0.215	2.22	0.598	0.595	0.651	0.937	0.675
MPI-ESM1-2-HR_BARPA	[-]	1.53	1.49	1.28	0.204	0.291	1.79	0.481	0.487	0.763	0.992	0.642
MPI-ESM1-2-HR_CMIP6	[-]	0.933	0.933	1.09	-0.161	0.301	2.71	0.292	0.570	0.572	0.861	0.573
NorESM2-MM_BARPA	[-]	1.51	1.47	1.28	0.186	0.232	1.75	0.509	0.666	0.762	0.975	0.716
NorESM2-MM_CCAM	[-]	1.50	1.48	1.28	0.195	0.255	2.18	0.488	0.568	0.673	0.957	0.651
NorESM2-MM_CMIP6	[-]	1.02	1.02	1.19	-0.166	0.233	2.94	0.500	0.576	0.509	0.917	0.616