Mean State

Mean State
All Models
Data Information

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Bias [K]	RMSE [K]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	302.
ACCESS-CM2_BARPA	[-]	302.	302.	302.	297.	-0.178	1.27	0.384	0.869	0.808	0.972	0.995	0.890
ACCESS-CM2_CCAM	[-]	302.	302.	302.	296.	-0.185	1.51	0.245	0.854	0.770	0.982	0.995	0.874
ACCESS-CM2_CMIP6	[-]	301.	301.	302.		-1.27	1.82	0.337	0.765	0.781	0.975	1.00	0.860
ACCESS-ESM1-5_BARPA	[-]	303.	303.	302.	297.	0.842	1.37	0.333	0.819	0.829	0.973	0.997	0.889
ACCESS-ESM1-5_CCAM	[-]	302.	302.	302.	297.	0.279	1.34	0.327	0.875	0.794	0.977	1.00	0.888
ACCESS-ESM1-5_CMIP6	[-]	301.	301.	302.		-0.869	1.57	0.469	0.807	0.800	0.968	0.999	0.875
CESM2_BARPA	[-]	302.	302.	302.	297.	-0.386	1.56	0.383	0.801	0.811	0.960	0.964	0.869
CESM2_CCAM	[-]	302.	302.	302.	296.	-0.0209	1.29	0.295	0.866	0.804	0.979	0.997	0.890
CMCC-ESM2_BARPA	[-]	302.	302.	302.	297.	0.134	1.64	0.468	0.816	0.772	0.943	0.971	0.855
CMCC-ESM2_CCAM	[-]	301.	301.	302.	296.	-0.889	1.46	0.303	0.809	0.822	0.978	0.999	0.886
CMCC-ESM2_CMIP6	[-]	301.	301.	302.		-1.51	1.92	0.583	0.727	0.804	0.936	0.998	0.854
CNRM-ESM2-1_CCAM	[-]	300.	300.	302.	294.	-1.78	2.14	0.617	0.683	0.831	0.957	0.964	0.853
CNRM-ESM2-1_CMIP6	[-]	302.	302.	302.		-0.238	1.10	0.567	0.858	0.856	0.961	0.997	0.905
EC-Earth3_BARPA	[-]	303.	303.	302.	297.	1.12	1.50	0.226	0.785	0.850	0.981	0.999	0.893
EC-Earth3_CCAM	[-]	303.	303.	302.	296.	0.743	1.72	0.306	0.751	0.836	0.976	0.950	0.870
EC-Earth3_CMIP6	[-]	302.	302.	302.		0.282	1.55	0.438	0.788	0.811	0.966	0.965	0.868
ERA5_BARPA	[-]	302.	302.	302.	297.	-0.413	1.08	0.291	0.859	0.864	0.972	0.991	0.910
ERA5_CCAM	[-]	302.	302.	302.	296.	-0.539	1.09	0.210	0.830	0.877	0.983	0.996	0.913
MPI-ESM1-2-HR_BARPA	[-]	302.	302.	302.	297.	0.266	1.22	0.350	0.851	0.827	0.975	0.987	0.893
MPI-ESM1-2-HR_CMIP6	[-]	302.	302.	302.		0.284	1.27	0.406	0.865	0.806	0.971	0.995	0.888
NorESM2-MM_BARPA	[-]	301.	301.	302.	297.	-1.14	2.02	0.379	0.770	0.764	0.969	0.984	0.850
NorESM2-MM_CCAM	[-]	299.	299.	302.	294.	-2.89	3.08	0.377	0.557	0.825	0.974	0.996	0.835
NorESM2-MM_CMIP6	[-]	300.	300.	302.		-2.20	2.38	0.294	0.639	0.858	0.979	0.999	0.867

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Bias [K]	RMSE [K]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	299.
ACCESS-CM2_BARPA	[-]	298.	298.	299.	-0.593	1.20	0.00	0.897	0.839	1.00	0.991	0.922
ACCESS-CM2_CCAM	[-]	298.	299.	299.	-0.362	1.36	0.00	0.912	0.802	1.00	1.00	0.914
ACCESS-CM2_CMIP6	[-]	297.	297.	299.	-1.66	2.00	0.00	0.752	0.825	1.00	0.981	0.882
ACCESS-ESM1-5_BARPA	[-]	299.	299.	299.	0.459	1.03	0.0779	0.910	0.857	0.995	0.993	0.930
ACCESS-ESM1-5_CCAM	[-]	299.	299.	299.	0.0690	0.961	0.0639	0.949	0.854	0.996	0.999	0.939
ACCESS-ESM1-5_CMIP6	[-]	298.	298.	299.	-1.04	1.66	0.636	0.801	0.832	0.958	0.912	0.871
CESM2_BARPA	[-]	298.	298.	299.	-0.948	1.46	0.00	0.848	0.831	1.00	0.983	0.906
CESM2_CCAM	[-]	299.	299.	299.	0.342	1.29	0.0911	0.918	0.811	0.994	0.998	0.917
CMCC-ESM2_BARPA	[-]	298.	299.	299.	-0.302	1.17	0.0670	0.928	0.828	0.996	0.986	0.922
CMCC-ESM2_CCAM	[-]	298.	298.	299.	-1.25	1.44	0.125	0.806	0.896	0.992	0.998	0.920
CMCC-ESM2_CMIP6	[-]	297.	297.	299.	-1.79	2.06	0.468	0.735	0.857	0.970	0.962	0.878
CNRM-ESM2-1_CCAM	[-]	297.	297.	299.	-1.68	2.06	0.995	0.740	0.813	0.934	0.984	0.862
CNRM-ESM2-1_CMIP6	[-]	298.	298.	299.	-0.780	1.26	1.00	0.863	0.849	0.934	0.993	0.903
EC-Earth3_BARPA	[-]	300.	300.	299.	1.13	1.34	0.00	0.818	0.883	1.00	0.998	0.920
EC-Earth3_CCAM	[-]	300.	300.	299.	1.26	1.46	0.00	0.798	0.878	1.00	0.995	0.913
EC-Earth3_CMIP6	[-]	300.	300.	299.	0.684	1.08	0.277	0.886	0.867	0.981	0.987	0.923
ERA5_BARPA	[-]	298.	298.	299.	-0.786	1.10	0.00	0.870	0.886	1.00	0.986	0.930
ERA5_CCAM	[-]	298.	298.	299.	-0.986	1.11	0.00	0.842	0.927	1.00	0.999	0.941
MPI-ESM1-2-HR_BARPA	[-]	299.	299.	299.	0.454	1.23	0.00	0.911	0.823	1.00	0.994	0.920
MPI-ESM1-2-HR_CMIP6	[-]	299.	299.	299.	0.349	1.38	0.193	0.917	0.796	0.987	0.999	0.910
NorESM2-MM_BARPA	[-]	297.	297.	299.	-1.67	2.23	0.316	0.744	0.774	0.980	0.991	0.861
NorESM2-MM_CCAM	[-]	296.	296.	299.	-3.01	3.14	0.0183	0.585	0.854	0.999	0.994	0.858
NorESM2-MM_CMIP6	[-]	296.	296.	299.	-2.61	2.67	0.00	0.628	0.901	1.00	0.995	0.883

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Bias [K]	RMSE [K]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	299.
ACCESS-CM2_BARPA	[-]	299.	299.	299.	-0.348	1.19	0.0170	0.829	0.827	0.999	0.979	0.895
ACCESS-CM2_CCAM	[-]	300.	300.	299.	0.657	1.53	0.00881	0.800	0.762	0.999	0.991	0.874
ACCESS-CM2_CMIP6	[-]	298.	298.	299.	-1.16	1.45	0.00	0.752	0.819	1.00	0.995	0.886
ACCESS-ESM1-5_BARPA	[-]	299.	299.	299.	0.416	1.12	0.170	0.830	0.839	0.989	0.982	0.898
ACCESS-ESM1-5_CCAM	[-]	300.	300.	299.	0.856	1.33	0.331	0.786	0.831	0.978	0.994	0.888
ACCESS-ESM1-5_CMIP6	[-]	299.	299.	299.	-0.0801	1.13	0.730	0.879	0.814	0.951	0.993	0.893
CESM2_BARPA	[-]	299.	298.	299.	-0.461	1.37	0.232	0.792	0.831	0.985	0.940	0.877
CESM2_CCAM	[-]	300.	300.	299.	0.825	1.49	0.339	0.791	0.781	0.977	0.993	0.874
CMCC-ESM2_BARPA	[-]	299.	299.	299.	-0.0417	1.31	0.0916	0.803	0.830	0.994	0.939	0.881
CMCC-ESM2_CCAM	[-]	299.	299.	299.	0.0399	0.988	0.0253	0.833	0.884	0.998	0.971	0.914
CMCC-ESM2_CMIP6	[-]	298.	298.	299.	-1.33	1.51	0.257	0.732	0.858	0.984	0.993	0.878
CNRM-ESM2-1_CCAM	[-]	298.	298.	299.	-1.31	1.85	0.947	0.728	0.772	0.937	0.988	0.852
CNRM-ESM2-1_CMIP6	[-]	298.	298.	299.	-1.08	1.47	0.962	0.759	0.836	0.936	0.971	0.855
EC-Earth3_BARPA	[-]	300.	300.	299.	0.796	1.30	0.219	0.794	0.836	0.985	0.980	0.887
EC-Earth3_CCAM	[-]	300.	300.	299.	1.45	1.77	0.149	0.691	0.826	0.990	1.00	0.868
EC-Earth3_CMIP6	[-]	299.	299.	299.	0.357	1.18	0.953	0.859	0.814	0.936	0.975	0.874
ERA5_BARPA	[-]	298.	298.	299.	-0.575	1.19	0.00881	0.795	0.878	0.999	0.960	0.898
ERA5_CCAM	[-]	299.	299.	299.	-0.144	0.836	0.0352	0.862	0.893	0.998	0.997	0.931
MPI-ESM1-2-HR_BARPA	[-]	300.	299.	299.	0.551	1.30	0.407	0.821	0.812	0.973	0.981	0.884
MPI-ESM1-2-HR_CMIP6	[-]	300.	300.	299.	0.686	1.35	0.600	0.820	0.796	0.960	1.00	0.868
NorESM2-MM_BARPA	[-]	298.	298.	299.	-1.02	1.77	0.0252	0.735	0.791	0.998	0.948	0.855
NorESM2-MM_CCAM	[-]	297.	297.	299.	-2.10	2.21	0.235	0.610	0.852	0.984	1.00	0.862
NorESM2-MM_CMIP6	[-]	297.	297.	299.	-1.90	1.99	0.00	0.641	0.872	1.00	0.999	0.872

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Bias [K]	RMSE [K]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	306.
ACCESS-CM2_BARPA	[-]	306.	306.	306.	0.258	1.23	0.843	0.791	0.729	0.929	1.00	0.849
ACCESS-CM2_CCAM	[-]	306.	306.	306.	-0.454	1.53	0.508	0.755	0.682	0.958	0.967	0.832
ACCESS-CM2_CMIP6	[-]	305.	305.	306.	-0.948	1.65	0.872	0.708	0.660	0.930	1.00	0.810
ACCESS-ESM1-5_BARPA	[-]	307.	307.	306.	0.887	1.41	0.475	0.712	0.758	0.943	1.00	0.840
ACCESS-ESM1-5_CCAM	[-]	306.	306.	306.	0.177	1.37	0.347	0.795	0.689	0.970	0.995	0.848
ACCESS-ESM1-5_CMIP6	[-]	305.	305.	306.	-0.626	1.41	0.448	0.754	0.723	0.970	0.999	0.851
CESM2_BARPA	[-]	307.	307.	306.	0.902	1.59	1.02	0.697	0.709	0.884	0.999	0.808
CESM2_CCAM	[-]	307.	307.	306.	0.421	1.35	0.668	0.776	0.702	0.949	0.999	0.839
CMCC-ESM2_BARPA	[-]	307.	307.	306.	1.16	1.90	1.70	0.650	0.655	0.758	0.996	0.753
CMCC-ESM2_CCAM	[-]	305.	305.	306.	-1.01	1.67	0.623	0.702	0.695	0.949	0.961	0.828
CMCC-ESM2_CMIP6	[-]	304.	304.	306.	-1.91	2.38	1.09	0.555	0.673	0.875	1.00	0.765
CNRM-ESM2-1_CCAM	[-]	303.	303.	306.	-3.00	3.15	0.641	0.378	0.748	0.949	0.990	0.766
CNRM-ESM2-1_CMIP6	[-]	305.	305.	306.	-0.575	1.16	0.546	0.768	0.796	0.953	0.931	0.848
EC-Earth3_BARPA	[-]	307.	306.	306.	0.390	1.17	0.460	0.783	0.765	0.958	0.999	0.856
EC-Earth3_CCAM	[-]	305.	305.	306.	-1.40	2.03	0.397	0.613	0.673	0.966	0.947	0.796
EC-Earth3_CMIP6	[-]	304.	304.	306.	-1.63	2.36	0.413	0.592	0.599	0.967	0.983	0.776
ERA5_BARPA	[-]	306.	306.	306.	0.000510	1.04	0.873	0.810	0.783	0.915	1.00	0.866
ERA5_CCAM	[-]	305.	305.	306.	-1.31	1.73	0.633	0.635	0.737	0.950	0.989	0.822
MPI-ESM1-2-HR_BARPA	[-]	307.	307.	306.	0.540	1.33	0.735	0.762	0.720	0.942	0.998	0.836
MPI-ESM1-2-HR_CMIP6	[-]	306.	306.	306.	0.250	1.23	0.498	0.829	0.713	0.958	0.999	0.859
NorESM2-MM_BARPA	[-]	306.	306.	306.	0.0431	1.41	0.939	0.801	0.695	0.922	0.998	0.841
NorESM2-MM_CCAM	[-]	303.	303.	306.	-3.04	3.23	0.746	0.373	0.719	0.943	0.999	0.757
NorESM2-MM_CMIP6	[-]	304.	304.	306.	-2.03	2.20	0.762	0.522	0.830	0.943	0.997	0.821

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Bias [K]	RMSE [K]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	296.
ACCESS-CM2_BARPA	[-]	295.	295.	296.	-0.536	1.08	0.129	0.915	0.868	0.992	0.993	0.934
ACCESS-CM2_CCAM	[-]	296.	296.	296.	0.0902	1.49	0.0380	0.922	0.799	0.998	1.00	0.915
ACCESS-CM2_CMIP6	[-]	294.	294.	296.	-1.33	1.74	0.145	0.808	0.847	0.991	0.984	0.901
ACCESS-ESM1-5_BARPA	[-]	296.	296.	296.	0.609	1.21	0.0646	0.891	0.857	0.996	0.988	0.924
ACCESS-ESM1-5_CCAM	[-]	296.	296.	296.	0.535	1.47	0.0490	0.907	0.808	0.997	0.999	0.914
ACCESS-ESM1-5_CMIP6	[-]	295.	295.	296.	-0.648	1.48	0.0530	0.839	0.858	0.997	0.949	0.905
CESM2_BARPA	[-]	294.	294.	296.	-1.56	1.78	0.0483	0.774	0.874	0.997	0.990	0.905
CESM2_CCAM	[-]	296.	296.	296.	-0.201	1.32	0.0429	0.931	0.823	0.997	1.00	0.925
CMCC-ESM2_BARPA	[-]	295.	295.	296.	-0.895	1.28	0.0859	0.863	0.871	0.994	0.994	0.924
CMCC-ESM2_CCAM	[-]	295.	295.	296.	-0.798	1.17	0.0483	0.874	0.892	0.997	1.00	0.935
CMCC-ESM2_CMIP6	[-]	294.	294.	296.	-1.34	1.59	0.103	0.796	0.895	0.993	1.00	0.918
CNRM-ESM2-1_CCAM	[-]	295.	295.	296.	-0.517	1.33	0.935	0.904	0.835	0.940	0.998	0.910
CNRM-ESM2-1_CMIP6	[-]	296.	296.	296.	0.514	1.02	0.946	0.904	0.883	0.939	1.00	0.926
EC-Earth3_BARPA	[-]	297.	297.	296.	1.41	1.57	0.0434	0.792	0.907	0.997	0.990	0.920
EC-Earth3_CCAM	[-]	298.	298.	296.	1.98	2.09	0.0270	0.723	0.902	0.998	1.00	0.905
EC-Earth3_CMIP6	[-]	297.	297.	296.	1.48	1.61	0.0429	0.784	0.910	0.997	0.992	0.920
ERA5_BARPA	[-]	295.	295.	296.	-0.998	1.13	0.0161	0.851	0.924	0.999	0.995	0.940
ERA5_CCAM	[-]	295.	296.	296.	-0.290	0.837	0.0375	0.919	0.909	0.998	0.998	0.951
MPI-ESM1-2-HR_BARPA	[-]	295.	295.	296.	-0.531	1.15	0.0483	0.913	0.858	0.997	0.985	0.929
MPI-ESM1-2-HR_CMIP6	[-]	295.	295.	296.	-0.319	1.33	0.0181	0.917	0.827	0.999	1.00	0.924
NorESM2-MM_BARPA	[-]	294.	294.	296.	-1.76	1.99	0.562	0.750	0.865	0.964	0.997	0.891
NorESM2-MM_CCAM	[-]	294.	294.	296.	-2.25	2.41	0.0322	0.694	0.876	0.998	0.992	0.888
NorESM2-MM_CMIP6	[-]	293.	293.	296.	-2.36	2.52	0.280	0.678	0.868	0.982	0.992	0.879

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Bias [K]	RMSE [K]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	303.
ACCESS-CM2_BARPA	[-]	303.	303.	303.	-0.213	1.30	0.311	0.903	0.824	0.980	0.991	0.915
ACCESS-CM2_CCAM	[-]	303.	303.	303.	-0.328	1.48	0.196	0.889	0.799	0.987	0.993	0.910
ACCESS-CM2_CMIP6	[-]	302.	302.	303.	-1.36	1.90	0.220	0.785	0.805	0.985	0.998	0.887
ACCESS-ESM1-5_BARPA	[-]	304.	304.	303.	0.933	1.41	0.352	0.844	0.848	0.976	0.995	0.908
ACCESS-ESM1-5_CCAM	[-]	303.	303.	303.	0.172	1.29	0.385	0.915	0.822	0.974	0.999	0.917
ACCESS-ESM1-5_CMIP6	[-]	302.	302.	303.	-1.11	1.72	0.472	0.811	0.817	0.968	1.00	0.893
CESM2_BARPA	[-]	303.	303.	303.	-0.474	1.48	0.300	0.856	0.829	0.969	0.941	0.892
CESM2_CCAM	[-]	303.	303.	303.	-0.178	1.19	0.237	0.905	0.841	0.984	0.995	0.924
CMCC-ESM2_BARPA	[-]	303.	303.	303.	0.113	1.67	0.238	0.869	0.780	0.978	0.944	0.883
CMCC-ESM2_CCAM	[-]	302.	302.	303.	-1.01	1.51	0.283	0.829	0.842	0.980	1.00	0.908
CMCC-ESM2_CMIP6	[-]	302.	302.	303.	-1.46	1.88	0.531	0.772	0.824	0.940	0.999	0.882
CNRM-ESM2-1_CCAM	[-]	301.	301.	303.	-1.76	2.02	0.545	0.732	0.871	0.963	0.945	0.884
CNRM-ESM2-1_CMIP6	[-]	303.	303.	303.	-0.172	0.994	0.478	0.896	0.885	0.968	0.977	0.929
EC-Earth3_BARPA	[-]	304.	304.	303.	1.33	1.58	0.184	0.791	0.875	0.984	0.998	0.909
EC-Earth3_CCAM	[-]	304.	304.	303.	1.00	1.50	0.361	0.816	0.882	0.972	0.908	0.901
EC-Earth3_CMIP6	[-]	304.	304.	303.	0.586	1.32	0.479	0.852	0.864	0.961	0.940	0.907
ERA5_BARPA	[-]	303.	303.	303.	-0.377	1.05	0.204	0.895	0.878	0.980	0.984	0.929
ERA5_CCAM	[-]	303.	303.	303.	-0.446	0.953	0.127	0.874	0.917	0.989	0.999	0.943
MPI-ESM1-2-HR_BARPA	[-]	303.	303.	303.	0.401	1.11	0.303	0.888	0.863	0.980	0.980	0.922
MPI-ESM1-2-HR_CMIP6	[-]	303.	303.	303.	0.423	1.23	0.440	0.889	0.840	0.970	0.990	0.916
NorESM2-MM_BARPA	[-]	302.	302.	303.	-1.38	2.23	0.229	0.782	0.760	0.979	0.970	0.864
NorESM2-MM_CCAM	[-]	300.	300.	303.	-3.14	3.30	0.352	0.579	0.852	0.976	1.00	0.852
NorESM2-MM_CMIP6	[-]	301.	301.	303.	-2.27	2.48	0.172	0.670	0.869	0.988	0.991	0.876

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Bias [K]	RMSE [K]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	290.
ACCESS-CM2_BARPA	[-]	290.	290.	290.	-0.752	1.05	0.578	0.832	0.880	0.963	0.985	0.912
ACCESS-CM2_CCAM	[-]	291.	291.	290.	0.515	1.36	0.347	0.830	0.805	0.978	0.955	0.898
ACCESS-CM2_CMIP6	[-]	289.	289.	291.	-1.42	1.76	0.650	0.711	0.824	0.958	0.988	0.783
ACCESS-ESM1-5_BARPA	[-]	291.	291.	290.	0.139	0.888	0.427	0.875	0.870	0.973	0.973	0.923
ACCESS-ESM1-5_CCAM	[-]	291.	291.	290.	0.611	1.37	0.156	0.814	0.820	0.990	0.948	0.902
ACCESS-ESM1-5_CMIP6	[-]	291.	291.	291.	0.140	0.814	0.237	0.920	0.852	0.985	1.00	0.900
CESM2_BARPA	[-]	288.	288.	290.	-2.10	2.19	0.196	0.615	0.882	0.987	0.984	0.866
CESM2_CCAM	[-]	290.	290.	290.	-0.686	1.79	0.222	0.756	0.800	0.986	0.881	0.870
CMCC-ESM2_BARPA	[-]	289.	289.	290.	-1.26	1.39	0.235	0.746	0.893	0.985	0.986	0.898
CMCC-ESM2_CCAM	[-]	290.	290.	290.	-0.219	0.831	0.235	0.872	0.895	0.985	0.984	0.933
CMCC-ESM2_CMIP6	[-]	290.	290.	291.	-0.625	1.45	0.612	0.788	0.812	0.961	0.996	0.809
CNRM-ESM2-1_CCAM	[-]	290.	290.	290.	-0.136	1.30	0.826	0.846	0.817	0.947	0.942	0.896
CNRM-ESM2-1_CMIP6	[-]	290.	290.	290.	0.0331	0.902	0.771	0.882	0.837	0.951	0.989	0.872
EC-Earth3_BARPA	[-]	291.	291.	290.	0.827	1.12	0.334	0.821	0.877	0.979	0.973	0.914
EC-Earth3_CCAM	[-]	293.	292.	290.	2.03	2.15	0.238	0.642	0.861	0.985	0.961	0.873
EC-Earth3_CMIP6	[-]	292.	292.	291.	1.40	1.63	0.463	0.724	0.853	0.970	0.977	0.869
ERA5_BARPA	[-]	289.	289.	290.	-1.19	1.28	0.105	0.760	0.916	0.993	0.993	0.913
ERA5_CCAM	[-]	291.	291.	290.	0.167	0.809	0.209	0.878	0.897	0.987	0.985	0.937
MPI-ESM1-2-HR_BARPA	[-]	289.	289.	290.	-1.18	1.52	0.235	0.753	0.850	0.985	0.946	0.883
MPI-ESM1-2-HR_CMIP6	[-]	290.	290.	290.	-0.591	1.74	0.246	0.782	0.759	0.979	0.889	0.830
NorESM2-MM_BARPA	[-]	289.	289.	290.	-1.79	1.86	0.731	0.662	0.896	0.953	0.994	0.874
NorESM2-MM_CCAM	[-]	289.	289.	290.	-1.55	1.73	0.372	0.696	0.873	0.976	0.981	0.878
NorESM2-MM_CMIP6	[-]	289.	289.	291.	-1.52	1.68	0.805	0.702	0.853	0.948	0.986	0.825

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Bias [K]	RMSE [K]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	297.
ACCESS-CM2_BARPA	[-]	297.	297.	297.	-0.288	1.42	0.281	0.866	0.812	0.982	0.960	0.886
ACCESS-CM2_CCAM	[-]	298.	298.	297.	0.805	1.81	0.242	0.834	0.760	0.984	0.982	0.863
ACCESS-CM2_CMIP6	[-]	296.	296.	297.	-0.950	1.70	0.284	0.822	0.821	0.982	0.986	0.885
ACCESS-ESM1-5_BARPA	[-]	298.	298.	297.	0.947	1.58	0.221	0.821	0.816	0.986	0.938	0.872
ACCESS-ESM1-5_CCAM	[-]	298.	298.	297.	0.781	1.77	0.191	0.838	0.769	0.988	0.958	0.867
ACCESS-ESM1-5_CMIP6	[-]	297.	297.	297.	-0.127	1.04	0.430	0.909	0.866	0.972	0.982	0.927
CESM2_BARPA	[-]	296.	296.	297.	-1.39	1.91	0.0910	0.747	0.849	0.994	0.907	0.864
CESM2_CCAM	[-]	297.	297.	297.	-0.363	1.69	0.129	0.841	0.785	0.992	0.922	0.869
CMCC-ESM2_BARPA	[-]	296.	296.	297.	-0.804	1.60	0.146	0.806	0.837	0.991	0.904	0.875
CMCC-ESM2_CCAM	[-]	297.	297.	297.	-0.338	1.29	0.143	0.856	0.848	0.991	0.969	0.900
CMCC-ESM2_CMIP6	[-]	296.	296.	297.	-1.30	1.74	0.207	0.756	0.868	0.987	0.857	0.835
CNRM-ESM2-1_CCAM	[-]	297.	297.	297.	-0.603	1.61	0.412	0.845	0.799	0.974	1.00	0.881
CNRM-ESM2-1_CMIP6	[-]	298.	298.	297.	0.450	1.28	0.391	0.881	0.828	0.975	0.979	0.881
EC-Earth3_BARPA	[-]	299.	299.	297.	1.62	1.99	0.198	0.737	0.822	0.987	0.962	0.859
EC-Earth3_CCAM	[-]	300.	300.	297.	2.39	2.59	0.136	0.638	0.837	0.991	0.976	0.842
EC-Earth3_CMIP6	[-]	299.	299.	297.	1.49	1.91	0.234	0.729	0.847	0.985	0.947	0.849
ERA5_BARPA	[-]	296.	296.	297.	-0.799	1.28	0.130	0.828	0.887	0.992	0.969	0.908
ERA5_CCAM	[-]	297.	297.	297.	0.314	1.07	0.154	0.877	0.867	0.990	0.982	0.910
MPI-ESM1-2-HR_BARPA	[-]	296.	296.	297.	-0.697	1.61	0.176	0.817	0.815	0.989	0.922	0.874
MPI-ESM1-2-HR_CMIP6	[-]	297.	297.	297.	-0.318	1.23	0.111	0.874	0.843	0.993	0.950	0.916
NorESM2-MM_BARPA	[-]	295.	296.	297.	-1.62	2.06	0.152	0.738	0.836	0.990	0.971	0.871
NorESM2-MM_CCAM	[-]	295.	295.	297.	-2.04	2.48	0.125	0.685	0.816	0.992	0.969	0.853
NorESM2-MM_CMIP6	[-]	295.	295.	297.	-2.19	2.45	0.207	0.664	0.844	0.987	0.901	0.824

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Bias [K]	RMSE [K]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	303.
ACCESS-CM2_BARPA	[-]	304.	304.	303.	0.565	1.56	0.866	0.525	0.683	0.925	0.853	0.740
ACCESS-CM2_CCAM	[-]	304.	304.	303.	0.552	1.58	0.829	0.609	0.553	0.942	0.982	0.747
ACCESS-CM2_CMIP6	[-]	302.	302.	304.	-1.53	2.00	1.03	0.521	0.554	0.907	0.999	0.724
ACCESS-ESM1-5_BARPA	[-]	305.	304.	303.	0.971	1.63	0.347	0.511	0.725	0.974	0.878	0.767
ACCESS-ESM1-5_CCAM	[-]	305.	305.	303.	1.11	1.53	0.282	0.575	0.669	0.981	0.984	0.788
ACCESS-ESM1-5_CMIP6	[-]	304.	304.	304.	-0.192	0.855	0.765	0.727	0.652	0.949	0.935	0.798
CESM2_BARPA	[-]	305.	305.	303.	1.13	1.70	0.408	0.504	0.745	0.970	0.884	0.772
CESM2_CCAM	[-]	305.	304.	303.	0.842	1.34	0.325	0.620	0.660	0.978	0.979	0.793
CMCC-ESM2_BARPA	[-]	305.	304.	303.	0.928	1.74	0.366	0.493	0.684	0.973	0.870	0.747
CMCC-ESM2_CCAM	[-]	304.	303.	303.	-0.0585	0.994	0.347	0.724	0.710	0.977	0.995	0.836
CMCC-ESM2_CMIP6	[-]	303.	303.	304.	-0.920	1.16	0.574	0.618	0.683	0.948	0.991	0.796
CNRM-ESM2-1_CCAM	[-]	302.	301.	303.	-2.00	2.17	0.414	0.395	0.671	0.972	0.981	0.746
CNRM-ESM2-1_CMIP6	[-]	303.	303.	304.	-0.979	1.69	0.509	0.566	0.603	0.966	0.474	0.647
EC-Earth3_BARPA	[-]	304.	303.	303.	-0.00796	1.20	0.282	0.639	0.708	0.981	0.968	0.811
EC-Earth3_CCAM	[-]	303.	303.	303.	-0.633	1.29	0.195	0.652	0.659	0.987	0.993	0.804
EC-Earth3_CMIP6	[-]	303.	303.	304.	-0.981	1.50	0.276	0.611	0.596	0.982	0.990	0.772
ERA5_BARPA	[-]	304.	304.	303.	0.0911	1.17	0.479	0.608	0.769	0.968	0.919	0.811
ERA5_CCAM	[-]	303.	303.	303.	-0.381	1.07	0.455	0.721	0.714	0.970	0.999	0.836
MPI-ESM1-2-HR_BARPA	[-]	304.	304.	303.	0.110	1.49	0.478	0.558	0.655	0.966	0.866	0.750
MPI-ESM1-2-HR_CMIP6	[-]	304.	304.	304.	0.526	1.60	0.612	0.519	0.618	0.959	0.990	0.754
NorESM2-MM_BARPA	[-]	304.	304.	303.	0.615	1.24	0.479	0.584	0.774	0.968	0.928	0.809
NorESM2-MM_CCAM	[-]	302.	302.	303.	-1.80	1.97	0.738	0.418	0.695	0.951	0.995	0.757
NorESM2-MM_CMIP6	[-]	303.	303.	304.	-1.22	1.39	0.687	0.515	0.700	0.941	0.999	0.779

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (complement) [K]	Bias [K]	RMSE [K]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	302.
ACCESS-CM2_BARPA	[-]	297.	301.	302.	296.	304.	-0.834	1.66	1.06	0.619	0.646	0.860	0.997	0.754
ACCESS-CM2_CCAM	[-]	297.	301.	302.	295.	304.	-0.927	1.85	1.05	0.599	0.632	0.853	1.00	0.743
ACCESS-CM2_CMIP6	[-]	297.	301.	302.	295.		-1.58	2.02	1.32	0.439	0.568	0.821	1.00	0.679
ACCESS-ESM1-5_BARPA	[-]	297.	302.	302.	296.	304.	-0.0813	1.65	0.977	0.602	0.654	0.871	0.998	0.756
ACCESS-ESM1-5_CCAM	[-]	297.	302.	302.	296.	304.	-0.465	1.63	0.957	0.630	0.659	0.876	1.00	0.765
ACCESS-ESM1-5_CMIP6	[-]	297.	301.	302.	295.		-1.17	1.79	1.30	0.461	0.574	0.833	0.999	0.688
CESM2_BARPA	[-]	296.	301.	302.	295.	304.	-0.935	1.82	0.952	0.578	0.644	0.872	0.981	0.744
CESM2_CCAM	[-]	297.	302.	302.	295.	304.	-0.391	1.84	1.21	0.591	0.638	0.825	0.986	0.736
CMCC-ESM2_BARPA	[-]	297.	301.	302.	295.	304.	-0.681	1.88	1.01	0.583	0.625	0.859	0.984	0.735
CMCC-ESM2_CCAM	[-]	296.	301.	302.	295.	304.	-1.26	1.79	1.10	0.580	0.681	0.844	1.00	0.757
CMCC-ESM2_CMIP6	[-]	296.	300.	302.	295.		-1.97	2.27	1.43	0.397	0.605	0.794	0.999	0.680
CNRM-ESM2-1_CCAM	[-]	295.	299.	302.	293.	304.	-2.81	3.05	1.05	0.429	0.694	0.877	0.990	0.737
CNRM-ESM2-1_CMIP6	[-]	296.	300.	302.	294.		-2.17	2.57	1.19	0.389	0.623	0.851	0.995	0.696
EC-Earth3_BARPA	[-]	297.	302.	302.	296.	304.	-0.220	1.90	0.790	0.554	0.660	0.899	1.00	0.755
EC-Earth3_CCAM	[-]	297.	302.	302.	296.	304.	-0.436	2.02	0.915	0.539	0.683	0.878	0.988	0.754
EC-Earth3_CMIP6	[-]	297.	301.	302.	295.		-1.49	2.43	1.08	0.431	0.625	0.860	0.989	0.706
ERA5_BARPA	[-]	296.	301.	302.	295.	304.	-1.22	1.70	0.805	0.580	0.710	0.895	0.996	0.778
ERA5_CCAM	[-]	296.	301.	302.	295.	304.	-1.27	1.69	0.908	0.579	0.727	0.873	0.999	0.781
MPI-ESM1-2-HR_BARPA	[-]	296.	301.	302.	295.	304.	-0.778	1.77	0.838	0.579	0.647	0.900	0.987	0.752
MPI-ESM1-2-HR_CMIP6	[-]	297.	301.	302.	295.		-1.22	2.03	1.09	0.466	0.589	0.857	0.994	0.699
NorESM2-MM_BARPA	[-]	297.	301.	302.	296.	304.	-1.45	2.09	0.887	0.552	0.651	0.886	0.993	0.747
NorESM2-MM_CCAM	[-]	295.	299.	302.	293.	304.	-3.10	3.26	1.18	0.373	0.685	0.833	0.999	0.715
NorESM2-MM_CMIP6	[-]	296.	300.	302.	295.		-2.23	2.44	1.17	0.365	0.656	0.840	1.00	0.703

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (complement) [K]	Bias [K]	RMSE [K]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	304.
ACCESS-CM2_BARPA	[-]	302.	303.	304.	302.	304.	-1.50	2.06	2.15	0.248	0.383	0.678	0.672	0.473
ACCESS-CM2_CCAM	[-]	302.	302.	304.	301.	304.	-1.75	2.21	2.32	0.228	0.386	0.646	0.737	0.477
ACCESS-CM2_CMIP6	[-]	302.	303.	304.	302.		-1.57	1.94	2.22	0.207	0.380	0.676	0.997	0.528
ACCESS-ESM1-5_BARPA	[-]	302.	303.	304.	302.	304.	-1.14	1.95	2.00	0.264	0.377	0.705	0.679	0.480
ACCESS-ESM1-5_CCAM	[-]	302.	303.	304.	302.	304.	-1.28	1.91	1.93	0.271	0.426	0.717	0.746	0.517
ACCESS-ESM1-5_CMIP6	[-]	302.	303.	304.	302.		-1.10	1.68	2.11	0.227	0.387	0.697	1.00	0.540
CESM2_BARPA	[-]	302.	303.	304.	302.	304.	-1.34	2.04	1.87	0.243	0.375	0.722	0.666	0.476
CESM2_CCAM	[-]	302.	304.	304.	302.	304.	-0.433	2.51	2.71	0.186	0.353	0.563	0.499	0.391
CMCC-ESM2_BARPA	[-]	302.	303.	304.	302.	304.	-1.48	2.12	1.94	0.232	0.379	0.708	0.660	0.472
CMCC-ESM2_CCAM	[-]	302.	302.	304.	301.	304.	-1.63	2.11	2.38	0.240	0.452	0.625	0.704	0.495
CMCC-ESM2_CMIP6	[-]	302.	302.	304.	301.		-2.20	2.37	2.23	0.130	0.431	0.657	0.994	0.528
CNRM-ESM2-1_CCAM	[-]	299.	300.	304.	299.	304.	-4.28	4.33	1.76	0.0321	0.464	0.745	0.737	0.488
CNRM-ESM2-1_CMIP6	[-]	300.	301.	304.	300.		-3.38	3.48	1.72	0.0521	0.434	0.753	0.871	0.509
EC-Earth3_BARPA	[-]	302.	302.	304.	301.	304.	-2.07	2.46	1.57	0.188	0.361	0.782	0.679	0.474
EC-Earth3_CCAM	[-]	301.	302.	304.	301.	304.	-2.21	2.46	1.81	0.193	0.430	0.729	0.753	0.507
EC-Earth3_CMIP6	[-]	301.	301.	304.	300.		-3.11	3.26	1.63	0.0675	0.413	0.768	0.931	0.518
ERA5_BARPA	[-]	302.	302.	304.	301.	304.	-2.16	2.42	1.59	0.176	0.465	0.772	0.696	0.515
ERA5_CCAM	[-]	301.	302.	304.	301.	304.	-2.20	2.42	2.05	0.201	0.482	0.687	0.751	0.521
MPI-ESM1-2-HR_BARPA	[-]	302.	302.	304.	301.	304.	-1.90	2.38	1.61	0.194	0.349	0.781	0.678	0.470
MPI-ESM1-2-HR_CMIP6	[-]	302.	302.	304.	302.		-2.22	2.56	1.75	0.130	0.376	0.747	0.795	0.485
NorESM2-MM_BARPA	[-]	302.	302.	304.	302.	304.	-1.66	2.05	1.68	0.226	0.459	0.756	0.696	0.519
NorESM2-MM_CCAM	[-]	300.	301.	304.	300.	304.	-3.22	3.31	2.45	0.0900	0.458	0.610	0.766	0.476
NorESM2-MM_CMIP6	[-]	302.	302.	304.	301.		-2.08	2.28	1.95	0.142	0.481	0.714	0.997	0.563

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Bias [K]	RMSE [K]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	299.
ACCESS-CM2_BARPA	[-]	298.	298.	299.	-0.593	1.20	0.00	0.897	0.839	1.00	0.991	0.913
ACCESS-CM2_CCAM	[-]	298.	299.	299.	-0.362	1.36	0.00	0.912	0.802	1.00	1.00	0.903
ACCESS-CM2_CMIP6	[-]	297.	297.	299.	-1.66	2.00	0.00	0.752	0.825	1.00	0.981	0.876
ACCESS-ESM1-5_BARPA	[-]	299.	299.	299.	0.459	1.03	0.0779	0.910	0.857	0.995	0.993	0.923
ACCESS-ESM1-5_CCAM	[-]	299.	299.	299.	0.0690	0.961	0.0639	0.949	0.854	0.996	0.999	0.930
ACCESS-ESM1-5_CMIP6	[-]	298.	298.	299.	-1.04	1.66	0.636	0.801	0.832	0.958	0.912	0.867
CESM2_BARPA	[-]	298.	298.	299.	-0.948	1.46	0.00	0.848	0.831	1.00	0.983	0.899
CESM2_CCAM	[-]	299.	299.	299.	0.342	1.29	0.0911	0.918	0.811	0.994	0.998	0.906
CMCC-ESM2_BARPA	[-]	298.	299.	299.	-0.302	1.17	0.0670	0.928	0.828	0.996	0.986	0.913
CMCC-ESM2_CCAM	[-]	298.	298.	299.	-1.25	1.44	0.125	0.806	0.896	0.992	0.998	0.918
CMCC-ESM2_CMIP6	[-]	297.	297.	299.	-1.79	2.06	0.468	0.735	0.857	0.970	0.962	0.876
CNRM-ESM2-1_CCAM	[-]	297.	297.	299.	-1.68	2.06	0.995	0.740	0.813	0.934	0.984	0.857
CNRM-ESM2-1_CMIP6	[-]	298.	298.	299.	-0.780	1.26	1.00	0.863	0.849	0.934	0.993	0.898
EC-Earth3_BARPA	[-]	300.	300.	299.	1.13	1.34	0.00	0.818	0.883	1.00	0.998	0.917
EC-Earth3_CCAM	[-]	300.	300.	299.	1.26	1.46	0.00	0.798	0.878	1.00	0.995	0.910
EC-Earth3_CMIP6	[-]	300.	300.	299.	0.684	1.08	0.277	0.886	0.867	0.981	0.987	0.918
ERA5_BARPA	[-]	298.	298.	299.	-0.786	1.10	0.00	0.870	0.886	1.00	0.986	0.925
ERA5_CCAM	[-]	298.	298.	299.	-0.986	1.11	0.00	0.842	0.927	1.00	0.999	0.939
MPI-ESM1-2-HR_BARPA	[-]	299.	299.	299.	0.454	1.23	0.00	0.911	0.823	1.00	0.994	0.910
MPI-ESM1-2-HR_CMIP6	[-]	299.	299.	299.	0.349	1.38	0.193	0.917	0.796	0.987	0.999	0.899
NorESM2-MM_BARPA	[-]	297.	297.	299.	-1.67	2.23	0.316	0.744	0.774	0.980	0.991	0.852
NorESM2-MM_CCAM	[-]	296.	296.	299.	-3.01	3.14	0.0183	0.585	0.854	0.999	0.994	0.857
NorESM2-MM_CMIP6	[-]	296.	296.	299.	-2.61	2.67	0.00	0.628	0.901	1.00	0.995	0.885

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Bias [K]	RMSE [K]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	301.
ACCESS-CM2_BARPA	[-]	301.	301.	301.	-0.133	1.19	0.0251	0.831	0.817	0.998	0.870	0.867
ACCESS-CM2_CCAM	[-]	302.	301.	301.	0.766	1.61	0.0130	0.784	0.752	0.999	0.915	0.841
ACCESS-CM2_CMIP6	[-]	299.	299.	300.	-1.08	1.41	0.00	0.761	0.810	1.00	0.988	0.874
ACCESS-ESM1-5_BARPA	[-]	301.	301.	301.	0.605	1.23	0.250	0.809	0.831	0.984	0.851	0.861
ACCESS-ESM1-5_CCAM	[-]	302.	302.	301.	0.933	1.39	0.489	0.773	0.827	0.967	0.913	0.861
ACCESS-ESM1-5_CMIP6	[-]	301.	301.	301.	-0.241	0.983	1.03	0.908	0.819	0.930	0.971	0.890
CESM2_BARPA	[-]	301.	301.	301.	0.00964	1.27	0.342	0.824	0.807	0.978	0.831	0.850
CESM2_CCAM	[-]	302.	302.	301.	0.925	1.51	0.500	0.771	0.789	0.966	0.927	0.848
CMCC-ESM2_BARPA	[-]	301.	301.	301.	0.412	1.37	0.135	0.806	0.801	0.991	0.784	0.837
CMCC-ESM2_CCAM	[-]	301.	301.	301.	0.320	1.01	0.0261	0.827	0.876	0.998	0.891	0.894
CMCC-ESM2_CMIP6	[-]	299.	299.	301.	-1.49	1.63	0.0564	0.699	0.860	0.996	0.986	0.880
CNRM-ESM2-1_CCAM	[-]	299.	299.	301.	-1.60	1.89	0.954	0.680	0.795	0.936	0.986	0.838
CNRM-ESM2-1_CMIP6	[-]	299.	299.	301.	-1.39	1.60	0.940	0.715	0.845	0.937	0.867	0.842
EC-Earth3_BARPA	[-]	302.	302.	301.	0.997	1.38	0.152	0.760	0.847	0.990	0.852	0.859
EC-Earth3_CCAM	[-]	302.	302.	301.	1.37	1.70	0.219	0.692	0.835	0.985	0.952	0.860
EC-Earth3_CMIP6	[-]	301.	301.	301.	0.0831	0.902	0.984	0.906	0.835	0.934	0.984	0.899
ERA5_BARPA	[-]	300.	300.	301.	-0.227	1.07	0.0130	0.818	0.871	0.999	0.844	0.881
ERA5_CCAM	[-]	301.	301.	301.	-0.105	0.830	0.0520	0.855	0.895	0.997	0.954	0.919
MPI-ESM1-2-HR_BARPA	[-]	301.	301.	301.	0.742	1.33	0.601	0.789	0.828	0.960	0.857	0.852
MPI-ESM1-2-HR_CMIP6	[-]	301.	301.	301.	0.721	1.18	0.807	0.822	0.825	0.946	0.951	0.874
NorESM2-MM_BARPA	[-]	300.	300.	301.	-0.611	1.65	0.0372	0.774	0.752	0.998	0.824	0.820
NorESM2-MM_CCAM	[-]	299.	298.	301.	-2.18	2.29	0.347	0.591	0.845	0.977	0.984	0.848
NorESM2-MM_CMIP6	[-]	299.	299.	301.	-1.94	2.04	0.00	0.630	0.864	1.00	0.991	0.870

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Bias [K]	RMSE [K]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	295.
ACCESS-CM2_BARPA	[-]	295.	294.	295.	-0.800	1.19	0.00	0.824	0.850	1.00	0.989	0.902
ACCESS-CM2_CCAM	[-]	296.	296.	295.	0.428	1.36	0.00	0.834	0.783	1.00	0.984	0.877
ACCESS-CM2_CMIP6	[-]	294.	294.	296.	-1.35	1.56	0.00	0.727	0.843	1.00	0.999	0.883
ACCESS-ESM1-5_BARPA	[-]	295.	295.	295.	0.0201	0.898	0.00	0.874	0.857	1.00	0.996	0.917
ACCESS-ESM1-5_CCAM	[-]	296.	296.	295.	0.696	1.20	0.00	0.814	0.842	1.00	0.993	0.898
ACCESS-ESM1-5_CMIP6	[-]	295.	295.	295.	0.306	1.49	0.00	0.807	0.801	1.00	0.919	0.866
CESM2_BARPA	[-]	294.	294.	295.	-1.45	1.60	0.00	0.723	0.880	1.00	0.984	0.893
CESM2_CCAM	[-]	296.	296.	295.	0.614	1.45	0.00	0.831	0.764	1.00	0.996	0.871
CMCC-ESM2_BARPA	[-]	294.	294.	295.	-0.997	1.19	0.00	0.799	0.889	1.00	0.992	0.914
CMCC-ESM2_CCAM	[-]	295.	295.	295.	-0.550	0.949	0.0237	0.845	0.900	0.998	0.981	0.925
CMCC-ESM2_CMIP6	[-]	294.	294.	295.	-1.00	1.28	0.661	0.799	0.856	0.958	0.837	0.861
CNRM-ESM2-1_CCAM	[-]	295.	295.	295.	-0.685	1.76	0.932	0.831	0.725	0.939	0.993	0.842
CNRM-ESM2-1_CMIP6	[-]	295.	295.	295.	-0.355	1.16	1.01	0.863	0.814	0.933	0.806	0.846
EC-Earth3_BARPA	[-]	296.	296.	295.	0.372	1.13	0.359	0.865	0.811	0.976	0.996	0.892
EC-Earth3_CCAM	[-]	297.	297.	295.	1.60	1.91	0.00	0.690	0.806	1.00	0.992	0.859
EC-Earth3_CMIP6	[-]	296.	296.	295.	0.941	1.76	0.888	0.758	0.769	0.940	0.833	0.814
ERA5_BARPA	[-]	294.	294.	295.	-1.31	1.45	0.00	0.747	0.894	1.00	0.989	0.905
ERA5_CCAM	[-]	295.	295.	295.	-0.226	0.849	0.00	0.878	0.889	1.00	0.989	0.929
MPI-ESM1-2-HR_BARPA	[-]	296.	295.	295.	0.150	1.23	0.00	0.888	0.778	1.00	0.994	0.888
MPI-ESM1-2-HR_CMIP6	[-]	296.	296.	295.	0.614	1.72	0.177	0.815	0.737	0.988	0.835	0.822
NorESM2-MM_BARPA	[-]	294.	293.	295.	-1.89	2.00	0.00	0.654	0.871	1.00	0.984	0.876
NorESM2-MM_CCAM	[-]	293.	293.	295.	-1.93	2.05	0.00	0.649	0.868	1.00	0.996	0.876
NorESM2-MM_CMIP6	[-]	293.	293.	295.	-1.81	1.89	0.00	0.663	0.889	1.00	0.909	0.870

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Bias [K]	RMSE [K]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	305.
ACCESS-CM2_BARPA	[-]	305.	305.	305.	0.458	1.29	0.598	0.813	0.739	0.958	0.999	0.849
ACCESS-CM2_CCAM	[-]	305.	305.	305.	0.266	1.30	0.587	0.840	0.720	0.960	0.991	0.846
ACCESS-CM2_CMIP6	[-]	304.	304.	305.	-1.00	1.62	0.540	0.740	0.684	0.964	0.980	0.811
ACCESS-ESM1-5_BARPA	[-]	306.	306.	305.	1.09	1.48	0.270	0.711	0.781	0.967	1.00	0.848
ACCESS-ESM1-5_CCAM	[-]	305.	305.	305.	0.487	1.06	0.164	0.819	0.802	0.989	0.993	0.881
ACCESS-ESM1-5_CMIP6	[-]	304.	304.	305.	-0.609	1.28	0.462	0.784	0.776	0.969	0.991	0.859
CESM2_BARPA	[-]	306.	306.	305.	1.01	1.64	1.08	0.716	0.721	0.899	1.00	0.811
CESM2_CCAM	[-]	305.	305.	305.	0.611	1.16	0.392	0.795	0.781	0.974	1.00	0.866
CMCC-ESM2_BARPA	[-]	306.	306.	305.	1.26	1.89	0.864	0.670	0.686	0.929	0.998	0.794
CMCC-ESM2_CCAM	[-]	304.	304.	305.	-0.357	0.936	0.295	0.830	0.834	0.980	0.988	0.893
CMCC-ESM2_CMIP6	[-]	303.	303.	305.	-1.83	2.07	0.730	0.582	0.792	0.934	0.999	0.820
CNRM-ESM2-1_CCAM	[-]	302.	302.	305.	-2.65	2.74	0.299	0.452	0.837	0.980	0.986	0.818
CNRM-ESM2-1_CMIP6	[-]	304.	304.	305.	-0.958	1.47	0.536	0.721	0.772	0.964	0.938	0.834
EC-Earth3_BARPA	[-]	306.	306.	305.	0.725	1.30	0.518	0.794	0.764	0.960	0.997	0.856
EC-Earth3_CCAM	[-]	304.	304.	305.	-0.571	1.17	0.288	0.773	0.805	0.981	0.957	0.864
EC-Earth3_CMIP6	[-]	304.	304.	305.	-1.20	1.63	0.435	0.686	0.747	0.971	0.988	0.828
ERA5_BARPA	[-]	305.	305.	305.	0.224	0.998	0.828	0.849	0.807	0.933	0.999	0.879
ERA5_CCAM	[-]	304.	304.	305.	-0.910	1.22	0.534	0.736	0.839	0.963	0.986	0.873
MPI-ESM1-2-HR_BARPA	[-]	306.	306.	305.	0.733	1.39	0.444	0.773	0.732	0.970	1.00	0.841
MPI-ESM1-2-HR_CMIP6	[-]	305.	305.	305.	0.224	1.27	0.445	0.841	0.734	0.970	1.00	0.856
NorESM2-MM_BARPA	[-]	305.	305.	305.	0.304	1.44	0.809	0.830	0.714	0.939	1.00	0.839
NorESM2-MM_CCAM	[-]	302.	302.	305.	-2.95	3.06	0.433	0.416	0.797	0.971	0.992	0.794
NorESM2-MM_CMIP6	[-]	302.	302.	305.	-2.32	2.40	0.474	0.514	0.853	0.968	0.977	0.833

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Bias [K]	RMSE [K]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	307.
ACCESS-CM2_BARPA	[-]	307.	307.	307.	0.128	1.20	1.00	0.776	0.723	0.910	0.944	0.815
ACCESS-CM2_CCAM	[-]	306.	306.	307.	-0.924	1.67	0.457	0.700	0.658	0.957	0.951	0.785
ACCESS-CM2_CMIP6	[-]	306.	306.	307.	-0.914	1.67	1.08	0.687	0.644	0.908	0.971	0.771
ACCESS-ESM1-5_BARPA	[-]	308.	308.	307.	0.757	1.37	0.609	0.713	0.743	0.927	0.911	0.807
ACCESS-ESM1-5_CCAM	[-]	307.	307.	307.	-0.0260	1.58	0.466	0.779	0.615	0.958	0.931	0.780
ACCESS-ESM1-5_CMIP6	[-]	306.	306.	307.	-0.638	1.50	0.439	0.735	0.688	0.971	0.984	0.813
CESM2_BARPA	[-]	308.	308.	307.	0.834	1.56	0.978	0.684	0.701	0.874	0.908	0.774
CESM2_CCAM	[-]	307.	307.	307.	0.298	1.47	0.848	0.764	0.651	0.933	0.881	0.776
CMCC-ESM2_BARPA	[-]	308.	308.	307.	1.09	1.90	2.24	0.637	0.635	0.647	0.867	0.684
CMCC-ESM2_CCAM	[-]	306.	306.	307.	-1.44	2.16	0.838	0.618	0.604	0.929	0.975	0.746
CMCC-ESM2_CMIP6	[-]	305.	305.	307.	-1.96	2.59	1.34	0.536	0.592	0.834	0.903	0.692
CNRM-ESM2-1_CCAM	[-]	304.	304.	307.	-3.22	3.42	0.863	0.330	0.690	0.929	0.943	0.716
CNRM-ESM2-1_CMIP6	[-]	307.	307.	307.	-0.336	0.972	0.553	0.798	0.811	0.945	0.827	0.838
EC-Earth3_BARPA	[-]	307.	307.	307.	0.172	1.09	0.422	0.776	0.765	0.956	0.847	0.822
EC-Earth3_CCAM	[-]	305.	305.	307.	-1.95	2.60	0.468	0.509	0.586	0.956	0.909	0.709
EC-Earth3_CMIP6	[-]	305.	305.	307.	-1.90	2.82	0.400	0.533	0.507	0.965	0.951	0.693
ERA5_BARPA	[-]	307.	307.	307.	-0.145	1.07	0.903	0.785	0.767	0.903	0.921	0.829
ERA5_CCAM	[-]	306.	305.	307.	-1.56	2.06	0.697	0.569	0.671	0.941	0.926	0.756
MPI-ESM1-2-HR_BARPA	[-]	308.	307.	307.	0.414	1.30	0.924	0.755	0.713	0.923	0.860	0.793
MPI-ESM1-2-HR_CMIP6	[-]	307.	307.	307.	0.267	1.20	0.533	0.821	0.700	0.949	0.940	0.822
NorESM2-MM_BARPA	[-]	307.	307.	307.	-0.127	1.38	1.02	0.782	0.682	0.911	0.968	0.805
NorESM2-MM_CCAM	[-]	304.	304.	307.	-3.10	3.33	0.950	0.345	0.668	0.925	0.973	0.716
NorESM2-MM_CMIP6	[-]	305.	305.	307.	-1.84	2.06	0.960	0.527	0.814	0.926	0.974	0.811

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Bias [K]	RMSE [K]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	296.
ACCESS-CM2_BARPA	[-]	295.	295.	296.	-0.536	1.08	0.129	0.915	0.868	0.992	0.993	0.927
ACCESS-CM2_CCAM	[-]	296.	296.	296.	0.0902	1.49	0.0380	0.922	0.799	0.998	1.00	0.903
ACCESS-CM2_CMIP6	[-]	294.	294.	296.	-1.33	1.74	0.145	0.808	0.847	0.991	0.984	0.895
ACCESS-ESM1-5_BARPA	[-]	296.	296.	296.	0.609	1.21	0.0646	0.891	0.857	0.996	0.988	0.918
ACCESS-ESM1-5_CCAM	[-]	296.	296.	296.	0.535	1.47	0.0490	0.907	0.808	0.997	0.999	0.904
ACCESS-ESM1-5_CMIP6	[-]	295.	295.	296.	-0.648	1.48	0.0530	0.839	0.858	0.997	0.949	0.900
CESM2_BARPA	[-]	294.	294.	296.	-1.56	1.78	0.0483	0.774	0.874	0.997	0.990	0.902
CESM2_CCAM	[-]	296.	296.	296.	-0.201	1.32	0.0429	0.931	0.823	0.997	1.00	0.915
CMCC-ESM2_BARPA	[-]	295.	295.	296.	-0.895	1.28	0.0859	0.863	0.871	0.994	0.994	0.919
CMCC-ESM2_CCAM	[-]	295.	295.	296.	-0.798	1.17	0.0483	0.874	0.892	0.997	1.00	0.931
CMCC-ESM2_CMIP6	[-]	294.	294.	296.	-1.34	1.59	0.103	0.796	0.895	0.993	1.00	0.916
CNRM-ESM2-1_CCAM	[-]	295.	295.	296.	-0.517	1.33	0.935	0.904	0.835	0.940	0.998	0.902
CNRM-ESM2-1_CMIP6	[-]	296.	296.	296.	0.514	1.02	0.946	0.904	0.883	0.939	1.00	0.922
EC-Earth3_BARPA	[-]	297.	297.	296.	1.41	1.57	0.0434	0.792	0.907	0.997	0.990	0.919
EC-Earth3_CCAM	[-]	298.	298.	296.	1.98	2.09	0.0270	0.723	0.902	0.998	1.00	0.905
EC-Earth3_CMIP6	[-]	297.	297.	296.	1.48	1.61	0.0429	0.784	0.910	0.997	0.992	0.919
ERA5_BARPA	[-]	295.	295.	296.	-0.998	1.13	0.0161	0.851	0.924	0.999	0.995	0.939
ERA5_CCAM	[-]	295.	296.	296.	-0.290	0.837	0.0375	0.919	0.909	0.998	0.998	0.946
MPI-ESM1-2-HR_BARPA	[-]	295.	295.	296.	-0.531	1.15	0.0483	0.913	0.858	0.997	0.985	0.922
MPI-ESM1-2-HR_CMIP6	[-]	295.	295.	296.	-0.319	1.33	0.0181	0.917	0.827	0.999	1.00	0.914
NorESM2-MM_BARPA	[-]	294.	294.	296.	-1.76	1.99	0.562	0.750	0.865	0.964	0.997	0.888
NorESM2-MM_CCAM	[-]	294.	294.	296.	-2.25	2.41	0.0322	0.694	0.876	0.998	0.992	0.887
NorESM2-MM_CMIP6	[-]	293.	293.	296.	-2.36	2.52	0.280	0.678	0.868	0.982	0.992	0.878

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Bias [K]	RMSE [K]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	304.
ACCESS-CM2_BARPA	[-]	304.	304.	304.	-0.216	1.34	0.353	0.908	0.806	0.977	0.978	0.895
ACCESS-CM2_CCAM	[-]	304.	304.	304.	-0.583	1.50	0.305	0.882	0.791	0.980	1.00	0.889
ACCESS-CM2_CMIP6	[-]	303.	303.	304.	-1.43	2.00	0.319	0.769	0.783	0.979	0.984	0.860
ACCESS-ESM1-5_BARPA	[-]	305.	305.	304.	0.866	1.38	0.496	0.847	0.836	0.966	0.988	0.895
ACCESS-ESM1-5_CCAM	[-]	304.	305.	304.	0.0908	1.18	0.584	0.927	0.824	0.961	0.995	0.906
ACCESS-ESM1-5_CMIP6	[-]	303.	303.	304.	-1.30	1.90	0.654	0.783	0.797	0.956	0.975	0.862
CESM2_BARPA	[-]	304.	304.	304.	-0.192	1.46	0.475	0.878	0.801	0.950	0.924	0.871
CESM2_CCAM	[-]	304.	304.	304.	-0.160	1.15	0.375	0.904	0.841	0.975	0.982	0.909
CMCC-ESM2_BARPA	[-]	305.	305.	304.	0.394	1.74	0.311	0.868	0.755	0.969	0.935	0.856
CMCC-ESM2_CCAM	[-]	303.	303.	304.	-1.07	1.57	0.348	0.822	0.821	0.975	0.998	0.887
CMCC-ESM2_CMIP6	[-]	303.	303.	304.	-1.55	2.04	0.737	0.752	0.788	0.913	0.995	0.847
CNRM-ESM2-1_CCAM	[-]	302.	302.	304.	-2.15	2.30	0.646	0.673	0.873	0.956	0.979	0.871
CNRM-ESM2-1_CMIP6	[-]	304.	304.	304.	-0.480	0.907	0.597	0.900	0.894	0.960	1.00	0.930
EC-Earth3_BARPA	[-]	306.	306.	304.	1.11	1.41	0.277	0.813	0.864	0.975	0.999	0.903
EC-Earth3_CCAM	[-]	305.	305.	304.	0.435	1.17	0.518	0.871	0.864	0.959	0.937	0.899
EC-Earth3_CMIP6	[-]	304.	304.	304.	0.133	1.20	0.659	0.885	0.838	0.945	0.955	0.892
ERA5_BARPA	[-]	304.	304.	304.	-0.267	1.03	0.319	0.906	0.862	0.969	0.977	0.915
ERA5_CCAM	[-]	304.	304.	304.	-0.690	1.01	0.197	0.858	0.916	0.983	0.996	0.934
MPI-ESM1-2-HR_BARPA	[-]	305.	305.	304.	0.564	1.14	0.423	0.878	0.855	0.972	0.983	0.909
MPI-ESM1-2-HR_CMIP6	[-]	305.	305.	304.	0.551	1.26	0.569	0.885	0.826	0.961	0.999	0.899
NorESM2-MM_BARPA	[-]	303.	303.	304.	-1.19	2.26	0.355	0.803	0.719	0.967	0.951	0.832
NorESM2-MM_CCAM	[-]	301.	301.	304.	-3.29	3.42	0.527	0.550	0.853	0.965	0.989	0.842
NorESM2-MM_CMIP6	[-]	302.	302.	304.	-2.27	2.44	0.266	0.663	0.870	0.982	0.981	0.873

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Bias [K]	RMSE [K]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	301.
ACCESS-CM2_BARPA	[-]	301.	301.	301.	-0.207	1.24	0.241	0.894	0.853	0.985	0.970	0.911
ACCESS-CM2_CCAM	[-]	301.	301.	301.	0.0904	1.45	0.0161	0.899	0.814	0.999	1.00	0.905
ACCESS-CM2_CMIP6	[-]	300.	300.	301.	-1.25	1.74	0.0586	0.810	0.840	0.996	0.992	0.896
ACCESS-ESM1-5_BARPA	[-]	302.	302.	301.	1.04	1.46	0.115	0.838	0.868	0.992	0.962	0.906
ACCESS-ESM1-5_CCAM	[-]	301.	301.	301.	0.306	1.47	0.0576	0.895	0.819	0.996	0.977	0.901
ACCESS-ESM1-5_CMIP6	[-]	300.	300.	301.	-0.807	1.45	0.191	0.855	0.848	0.987	0.992	0.906
CESM2_BARPA	[-]	300.	300.	301.	-0.935	1.52	0.0129	0.821	0.873	0.999	0.918	0.897
CESM2_CCAM	[-]	301.	301.	301.	-0.209	1.26	0.0113	0.907	0.841	0.999	0.993	0.916
CMCC-ESM2_BARPA	[-]	301.	301.	301.	-0.350	1.55	0.118	0.871	0.821	0.992	0.914	0.884
CMCC-ESM2_CCAM	[-]	300.	300.	301.	-0.918	1.42	0.175	0.841	0.876	0.988	0.991	0.914
CMCC-ESM2_CMIP6	[-]	300.	300.	301.	-1.31	1.62	0.201	0.804	0.881	0.983	0.994	0.908
CNRM-ESM2-1_CCAM	[-]	300.	300.	301.	-1.11	1.57	0.379	0.829	0.867	0.975	0.964	0.901
CNRM-ESM2-1_CMIP6	[-]	301.	301.	301.	0.368	1.15	0.270	0.888	0.870	0.983	0.970	0.916
EC-Earth3_BARPA	[-]	303.	303.	301.	1.70	1.86	0.0331	0.755	0.894	0.998	0.993	0.907
EC-Earth3_CCAM	[-]	303.	303.	301.	1.93	2.05	0.103	0.725	0.912	0.993	0.994	0.907
EC-Earth3_CMIP6	[-]	302.	302.	301.	1.33	1.51	0.184	0.798	0.907	0.988	0.997	0.919
ERA5_BARPA	[-]	300.	300.	301.	-0.558	1.07	0.0144	0.876	0.905	0.999	0.971	0.931
ERA5_CCAM	[-]	301.	301.	301.	-0.0457	0.862	0.0130	0.901	0.918	0.999	0.991	0.945
MPI-ESM1-2-HR_BARPA	[-]	301.	301.	301.	0.133	1.07	0.106	0.903	0.876	0.993	0.957	0.921
MPI-ESM1-2-HR_CMIP6	[-]	301.	301.	301.	0.214	1.17	0.231	0.896	0.863	0.985	0.958	0.913
NorESM2-MM_BARPA	[-]	299.	299.	301.	-1.68	2.18	0.0222	0.748	0.827	0.999	0.967	0.873
NorESM2-MM_CCAM	[-]	298.	298.	301.	-2.88	3.11	0.0630	0.627	0.849	0.996	0.987	0.862
NorESM2-MM_CMIP6	[-]	299.	299.	301.	-2.29	2.54	0.0224	0.682	0.866	0.999	0.965	0.875

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Bias [K]	RMSE [K]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	289.
ACCESS-CM2_BARPA	[-]	288.	288.	289.	-1.06	1.14	0.736	0.765	0.907	0.953	0.996	0.906
ACCESS-CM2_CCAM	[-]	289.	289.	289.	-0.126	0.888	0.409	0.893	0.833	0.974	0.999	0.907
ACCESS-CM2_CMIP6	[-]	288.	288.	288.	-0.756	1.11	0.983	0.821	0.819	0.937	0.0894	0.697
ACCESS-ESM1-5_BARPA	[-]	289.	289.	289.	-0.183	0.683	0.736	0.893	0.885	0.953	0.995	0.922
ACCESS-ESM1-5_CCAM	[-]	289.	289.	289.	0.0520	0.844	0.328	0.899	0.843	0.979	0.997	0.912
ACCESS-ESM1-5_CMIP6	[-]	289.	289.	290.	-0.531	0.720	0.983	0.863	0.874	0.937	1.00	0.910
CESM2_BARPA	[-]	287.	287.	289.	-2.49	2.53	0.165	0.527	0.890	0.989	1.00	0.860
CESM2_CCAM	[-]	287.	287.	289.	-1.91	2.06	0.248	0.614	0.843	0.984	1.00	0.857
CMCC-ESM2_BARPA	[-]	288.	288.	289.	-1.55	1.61	0.248	0.674	0.902	0.984	0.983	0.889
CMCC-ESM2_CCAM	[-]	289.	288.	289.	-0.692	0.792	0.330	0.842	0.915	0.979	0.991	0.928
CMCC-ESM2_CMIP6	[-]	288.	288.	290.	-1.22	1.72	0.495	0.739	0.738	0.968	0.275	0.692
CNRM-ESM2-1_CCAM	[-]	289.	288.	289.	-0.764	1.02	0.736	0.825	0.865	0.953	1.00	0.902
CNRM-ESM2-1_CMIP6	[-]	289.	289.	290.	-0.720	0.983	0.983	0.822	0.833	0.937	0.733	0.831
EC-Earth3_BARPA	[-]	290.	289.	289.	0.389	0.644	0.408	0.897	0.895	0.974	0.998	0.932
EC-Earth3_CCAM	[-]	291.	290.	289.	1.36	1.44	0.326	0.709	0.895	0.979	0.999	0.896
EC-Earth3_CMIP6	[-]	290.	290.	289.	0.556	0.867	0.654	0.832	0.903	0.958	0.975	0.914
ERA5_BARPA	[-]	288.	288.	289.	-1.56	1.58	0.0821	0.670	0.935	0.995	1.00	0.907
ERA5_CCAM	[-]	289.	289.	289.	-0.320	0.580	0.248	0.909	0.912	0.984	0.992	0.942
MPI-ESM1-2-HR_BARPA	[-]	287.	287.	289.	-1.76	1.86	0.328	0.639	0.861	0.979	0.988	0.866
MPI-ESM1-2-HR_CMIP6	[-]	288.	288.	289.	-1.60	1.82	0.00	0.673	0.816	1.00	0.507	0.762
NorESM2-MM_BARPA	[-]	287.	287.	289.	-2.03	2.07	0.736	0.594	0.910	0.953	0.992	0.872
NorESM2-MM_CCAM	[-]	287.	287.	289.	-2.01	2.12	0.654	0.600	0.861	0.958	0.987	0.854
NorESM2-MM_CMIP6	[-]	288.	288.	290.	-1.92	2.06	0.983	0.606	0.824	0.937	0.896	0.817

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Bias [K]	RMSE [K]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	288.
ACCESS-CM2_BARPA	[-]	286.	286.	288.	-1.12	1.27	0.369	0.736	0.865	0.976	1.00	0.889
ACCESS-CM2_CCAM	[-]	287.	287.	288.	-0.379	0.841	0.369	0.836	0.879	0.976	0.995	0.913
ACCESS-CM2_CMIP6	[-]	286.	286.	288.	-1.34	1.92	0.00	0.686	0.680	1.00	1.00	0.809
ACCESS-ESM1-5_BARPA	[-]	287.	287.	288.	-0.527	0.833	0.369	0.834	0.882	0.976	0.998	0.914
ACCESS-ESM1-5_CCAM	[-]	287.	287.	288.	-0.531	0.827	0.430	0.833	0.889	0.972	0.996	0.916
ACCESS-ESM1-5_CMIP6	[-]	288.	288.	288.	0.358	0.819	0.496	0.913	0.833	0.968	0.850	0.880
CESM2_BARPA	[-]	285.	285.	288.	-2.57	2.61	0.677	0.490	0.884	0.957	0.998	0.842
CESM2_CCAM	[-]	285.	285.	288.	-2.26	2.31	0.738	0.537	0.874	0.953	1.00	0.847
CMCC-ESM2_BARPA	[-]	286.	286.	288.	-1.64	1.73	0.738	0.639	0.861	0.953	0.999	0.862
CMCC-ESM2_CCAM	[-]	287.	287.	288.	-0.590	0.855	0.738	0.826	0.896	0.953	0.999	0.914
CMCC-ESM2_CMIP6	[-]	287.	287.	288.	-0.146	1.88	0.983	0.708	0.716	0.937	0.946	0.805
CNRM-ESM2-1_CCAM	[-]	286.	286.	288.	-1.19	1.29	0.554	0.719	0.897	0.964	0.997	0.895
CNRM-ESM2-1_CMIP6	[-]	288.	288.	288.	0.122	0.957	0.330	0.857	0.806	0.979	0.754	0.840
EC-Earth3_BARPA	[-]	288.	288.	288.	0.406	0.834	0.369	0.849	0.869	0.976	1.00	0.913
EC-Earth3_CCAM	[-]	289.	289.	288.	1.25	1.38	0.369	0.710	0.874	0.976	1.00	0.887
EC-Earth3_CMIP6	[-]	289.	289.	288.	1.14	1.39	0.492	0.714	0.856	0.968	0.975	0.874
ERA5_BARPA	[-]	286.	286.	288.	-1.33	1.40	0.309	0.695	0.893	0.980	1.00	0.892
ERA5_CCAM	[-]	287.	287.	288.	-0.297	0.700	0.679	0.850	0.915	0.956	0.995	0.926
MPI-ESM1-2-HR_BARPA	[-]	285.	285.	288.	-2.09	2.15	0.677	0.562	0.865	0.957	1.00	0.850
MPI-ESM1-2-HR_CMIP6	[-]	286.	286.	288.	-1.61	1.89	0.977	0.636	0.789	0.916	0.806	0.787
NorESM2-MM_BARPA	[-]	286.	286.	288.	-1.91	1.99	0.369	0.591	0.858	0.976	0.999	0.856
NorESM2-MM_CCAM	[-]	285.	285.	288.	-2.22	2.28	0.369	0.543	0.878	0.976	0.988	0.853
NorESM2-MM_CMIP6	[-]	287.	287.	288.	-0.997	1.38	0.333	0.759	0.780	0.979	0.507	0.761

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Bias [K]	RMSE [K]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	291.
ACCESS-CM2_BARPA	[-]	291.	290.	291.	-0.715	0.984	0.406	0.849	0.907	0.974	0.991	0.925
ACCESS-CM2_CCAM	[-]	293.	292.	291.	1.02	1.59	0.202	0.802	0.801	0.987	0.995	0.877
ACCESS-CM2_CMIP6	[-]	291.	291.	292.	-1.16	1.60	0.321	0.747	0.862	0.979	0.889	0.868
ACCESS-ESM1-5_BARPA	[-]	292.	292.	291.	0.372	0.892	0.203	0.880	0.886	0.987	0.994	0.926
ACCESS-ESM1-5_CCAM	[-]	293.	293.	291.	1.40	1.81	0.00	0.744	0.806	1.00	0.999	0.871
ACCESS-ESM1-5_CMIP6	[-]	293.	293.	292.	0.425	0.938	0.00	0.912	0.836	1.00	0.998	0.917
CESM2_BARPA	[-]	290.	289.	291.	-1.84	1.94	0.00	0.684	0.893	1.00	0.996	0.893
CESM2_CCAM	[-]	292.	292.	291.	0.674	1.63	0.00	0.842	0.762	1.00	0.997	0.872
CMCC-ESM2_BARPA	[-]	291.	290.	291.	-1.06	1.20	0.00	0.805	0.912	1.00	0.989	0.924
CMCC-ESM2_CCAM	[-]	292.	291.	291.	0.0670	0.848	0.00	0.869	0.912	1.00	0.993	0.937
CMCC-ESM2_CMIP6	[-]	292.	292.	292.	0.0251	1.06	0.656	0.894	0.829	0.958	0.738	0.850
CNRM-ESM2-1_CCAM	[-]	292.	292.	291.	0.487	1.50	0.983	0.864	0.773	0.937	0.993	0.868
CNRM-ESM2-1_CMIP6	[-]	291.	291.	291.	0.423	0.933	0.983	0.908	0.853	0.937	0.579	0.826
EC-Earth3_BARPA	[-]	292.	292.	291.	0.681	1.01	0.0405	0.853	0.891	0.997	0.992	0.925
EC-Earth3_CCAM	[-]	294.	294.	291.	2.40	2.53	0.0405	0.614	0.853	0.997	1.00	0.864
EC-Earth3_CMIP6	[-]	293.	293.	292.	1.83	2.10	0.250	0.679	0.820	0.984	0.988	0.858
ERA5_BARPA	[-]	290.	290.	291.	-1.30	1.38	0.00	0.767	0.925	1.00	1.00	0.923
ERA5_CCAM	[-]	292.	292.	291.	0.403	0.920	0.00	0.868	0.899	1.00	1.00	0.933
MPI-ESM1-2-HR_BARPA	[-]	291.	291.	291.	-0.554	1.14	0.0405	0.871	0.854	0.997	0.963	0.908
MPI-ESM1-2-HR_CMIP6	[-]	292.	292.	291.	0.622	1.95	0.00	0.858	0.693	1.00	0.970	0.843
NorESM2-MM_BARPA	[-]	290.	289.	291.	-1.80	1.86	0.816	0.691	0.911	0.948	0.990	0.890
NorESM2-MM_CCAM	[-]	291.	290.	291.	-0.908	1.23	0.121	0.819	0.873	0.992	1.00	0.912
NorESM2-MM_CMIP6	[-]	290.	290.	292.	-1.27	1.38	0.983	0.751	0.893	0.937	0.912	0.877

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Bias [K]	RMSE [K]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	292.
ACCESS-CM2_BARPA	[-]	292.	292.	292.	-0.364	0.926	0.842	0.919	0.843	0.946	0.978	0.906
ACCESS-CM2_CCAM	[-]	293.	293.	292.	0.919	1.71	0.467	0.823	0.742	0.970	0.986	0.853
ACCESS-CM2_CMIP6	[-]	290.	290.	292.	-2.13	2.27	0.983	0.612	0.833	0.937	0.253	0.694
ACCESS-ESM1-5_BARPA	[-]	293.	293.	292.	0.522	1.03	0.561	0.890	0.837	0.964	0.978	0.901
ACCESS-ESM1-5_CCAM	[-]	293.	293.	292.	0.821	1.54	0.0472	0.836	0.773	0.997	0.995	0.875
ACCESS-ESM1-5_CMIP6	[-]	292.	292.	292.	-0.181	0.664	0.00	0.966	0.884	1.00	0.451	0.837
CESM2_BARPA	[-]	290.	290.	292.	-1.86	2.00	0.0940	0.671	0.864	0.994	0.991	0.877
CESM2_CCAM	[-]	292.	292.	292.	-0.474	1.46	0.0940	0.890	0.768	0.994	0.999	0.884
CMCC-ESM2_BARPA	[-]	291.	291.	292.	-1.08	1.23	0.141	0.793	0.891	0.991	0.991	0.911
CMCC-ESM2_CCAM	[-]	292.	292.	292.	-0.0284	0.813	0.0940	0.925	0.866	0.994	1.00	0.930
CMCC-ESM2_CMIP6	[-]	291.	291.	292.	-1.46	1.58	0.394	0.722	0.874	0.975	0.604	0.810
CNRM-ESM2-1_CCAM	[-]	292.	292.	292.	0.236	1.22	0.889	0.929	0.785	0.943	1.00	0.888
CNRM-ESM2-1_CMIP6	[-]	292.	292.	292.	0.0251	0.499	0.983	0.994	0.885	0.937	1.00	0.940
EC-Earth3_BARPA	[-]	294.	294.	292.	1.53	1.70	0.608	0.724	0.859	0.961	0.929	0.866
EC-Earth3_CCAM	[-]	295.	295.	292.	2.51	2.64	0.327	0.590	0.844	0.979	0.996	0.851
EC-Earth3_CMIP6	[-]	294.	294.	292.	1.50	1.66	0.572	0.723	0.860	0.963	0.678	0.817
ERA5_BARPA	[-]	291.	291.	292.	-0.779	0.921	0.0937	0.847	0.912	0.994	0.972	0.928
ERA5_CCAM	[-]	293.	293.	292.	0.489	0.882	0.0940	0.891	0.873	0.994	0.997	0.926
MPI-ESM1-2-HR_BARPA	[-]	291.	291.	292.	-0.951	1.33	0.0940	0.816	0.827	0.994	0.980	0.889
MPI-ESM1-2-HR_CMIP6	[-]	292.	292.	292.	-0.539	1.30	0.00	0.889	0.778	1.00	0.924	0.874
NorESM2-MM_BARPA	[-]	290.	291.	292.	-1.57	1.66	0.889	0.715	0.899	0.943	0.992	0.890
NorESM2-MM_CCAM	[-]	291.	291.	292.	-1.56	1.71	0.514	0.716	0.876	0.967	0.995	0.886
NorESM2-MM_CMIP6	[-]	290.	290.	292.	-1.96	2.08	0.788	0.647	0.855	0.949	0.761	0.814

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Bias [K]	RMSE [K]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	296.
ACCESS-CM2_BARPA	[-]	296.	296.	296.	-0.184	1.42	0.846	0.864	0.808	0.946	0.835	0.852
ACCESS-CM2_CCAM	[-]	297.	297.	296.	0.871	1.97	0.571	0.788	0.755	0.963	0.807	0.813
ACCESS-CM2_CMIP6	[-]	295.	295.	296.	-1.56	2.18	0.737	0.699	0.833	0.953	0.924	0.848
ACCESS-ESM1-5_BARPA	[-]	297.	297.	296.	0.822	1.59	0.300	0.798	0.820	0.981	0.789	0.842
ACCESS-ESM1-5_CCAM	[-]	297.	297.	296.	0.607	1.70	0.271	0.813	0.792	0.983	0.792	0.834
ACCESS-ESM1-5_CMIP6	[-]	296.	296.	296.	-0.0343	0.793	0.00	0.948	0.881	1.00	0.916	0.925
CESM2_BARPA	[-]	295.	295.	296.	-1.51	1.84	0.00	0.757	0.851	1.00	0.783	0.849
CESM2_CCAM	[-]	296.	296.	296.	-0.262	1.45	0.0274	0.845	0.831	0.998	0.767	0.854
CMCC-ESM2_BARPA	[-]	295.	295.	296.	-0.942	1.51	0.221	0.831	0.843	0.986	0.805	0.862
CMCC-ESM2_CCAM	[-]	296.	296.	296.	-0.276	1.38	0.00	0.851	0.834	1.00	0.834	0.871
CMCC-ESM2_CMIP6	[-]	295.	295.	296.	-1.66	2.17	0.139	0.705	0.846	0.991	0.457	0.769
CNRM-ESM2-1_CCAM	[-]	296.	296.	296.	0.127	1.45	0.983	0.846	0.807	0.937	0.829	0.845
CNRM-ESM2-1_CMIP6	[-]	298.	298.	297.	1.09	1.52	0.983	0.796	0.844	0.937	0.685	0.821
EC-Earth3_BARPA	[-]	298.	298.	296.	1.69	2.02	0.109	0.709	0.862	0.993	0.767	0.839
EC-Earth3_CCAM	[-]	299.	299.	296.	2.47	2.64	0.136	0.626	0.859	0.991	0.749	0.817
EC-Earth3_CMIP6	[-]	297.	297.	296.	1.11	1.99	0.340	0.707	0.858	0.978	0.582	0.797
ERA5_BARPA	[-]	296.	296.	296.	-0.554	1.17	0.0818	0.857	0.877	0.995	0.844	0.890
ERA5_CCAM	[-]	296.	297.	296.	0.312	1.18	0.108	0.843	0.866	0.993	0.818	0.877
MPI-ESM1-2-HR_BARPA	[-]	296.	296.	296.	-0.211	1.34	0.00	0.858	0.832	1.00	0.786	0.862
MPI-ESM1-2-HR_CMIP6	[-]	296.	296.	296.	0.134	0.805	0.00	0.944	0.868	1.00	0.975	0.931
NorESM2-MM_BARPA	[-]	295.	295.	296.	-1.60	2.02	0.217	0.741	0.818	0.986	0.868	0.847
NorESM2-MM_CCAM	[-]	294.	294.	296.	-2.28	2.61	0.0539	0.651	0.816	0.997	0.876	0.831
NorESM2-MM_CMIP6	[-]	294.	294.	296.	-2.49	2.71	0.139	0.628	0.819	0.991	0.603	0.772

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Bias [K]	RMSE [K]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	297.
ACCESS-CM2_BARPA	[-]	297.	297.	297.	-0.315	1.43	0.135	0.866	0.813	0.991	0.962	0.889
ACCESS-CM2_CCAM	[-]	298.	298.	297.	0.788	1.76	0.157	0.845	0.762	0.990	0.987	0.869
ACCESS-CM2_CMIP6	[-]	297.	297.	297.	-0.766	1.55	0.147	0.859	0.817	0.991	0.999	0.897
ACCESS-ESM1-5_BARPA	[-]	298.	298.	297.	0.980	1.58	0.201	0.828	0.815	0.987	0.945	0.878
ACCESS-ESM1-5_CCAM	[-]	298.	298.	297.	0.825	1.79	0.170	0.845	0.763	0.989	0.967	0.865
ACCESS-ESM1-5_CMIP6	[-]	297.	297.	297.	-0.148	1.09	0.527	0.900	0.863	0.966	0.978	0.914
CESM2_BARPA	[-]	296.	296.	297.	-1.36	1.93	0.114	0.744	0.849	0.993	0.911	0.869
CESM2_CCAM	[-]	297.	297.	297.	-0.389	1.76	0.155	0.840	0.773	0.990	0.924	0.860
CMCC-ESM2_BARPA	[-]	297.	297.	297.	-0.768	1.62	0.127	0.799	0.835	0.992	0.906	0.873
CMCC-ESM2_CCAM	[-]	297.	297.	297.	-0.354	1.27	0.180	0.858	0.852	0.988	0.973	0.904
CMCC-ESM2_CMIP6	[-]	296.	296.	297.	-1.21	1.62	0.226	0.769	0.874	0.986	0.891	0.879
CNRM-ESM2-1_CCAM	[-]	297.	297.	297.	-0.791	1.65	0.265	0.845	0.796	0.983	1.00	0.884
CNRM-ESM2-1_CMIP6	[-]	298.	298.	297.	0.292	1.22	0.245	0.902	0.824	0.984	0.984	0.904
EC-Earth3_BARPA	[-]	299.	299.	297.	1.60	1.98	0.222	0.744	0.812	0.986	0.969	0.864
EC-Earth3_CCAM	[-]	300.	300.	297.	2.37	2.58	0.136	0.642	0.832	0.991	0.983	0.856
EC-Earth3_CMIP6	[-]	299.	299.	297.	1.60	1.89	0.203	0.735	0.843	0.987	0.986	0.879
ERA5_BARPA	[-]	297.	296.	297.	-0.862	1.31	0.142	0.820	0.890	0.991	0.969	0.912
ERA5_CCAM	[-]	298.	298.	297.	0.315	1.04	0.165	0.885	0.867	0.989	0.987	0.919
MPI-ESM1-2-HR_BARPA	[-]	297.	297.	297.	-0.822	1.69	0.221	0.807	0.811	0.986	0.918	0.867
MPI-ESM1-2-HR_CMIP6	[-]	297.	297.	297.	-0.432	1.34	0.139	0.857	0.837	0.991	0.929	0.890
NorESM2-MM_BARPA	[-]	296.	296.	297.	-1.63	2.07	0.135	0.737	0.841	0.991	0.973	0.877
NorESM2-MM_CCAM	[-]	295.	295.	297.	-1.98	2.44	0.144	0.694	0.815	0.991	0.976	0.858
NorESM2-MM_CMIP6	[-]	295.	295.	297.	-2.10	2.38	0.225	0.673	0.851	0.986	0.921	0.856

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Bias [K]	RMSE [K]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	303.
ACCESS-CM2_BARPA	[-]	304.	304.	303.	0.565	1.56	0.866	0.525	0.683	0.925	0.853	0.734
ACCESS-CM2_CCAM	[-]	304.	304.	303.	0.552	1.58	0.829	0.609	0.553	0.942	0.982	0.728
ACCESS-CM2_CMIP6	[-]	302.	302.	304.	-1.53	2.00	1.03	0.521	0.554	0.907	0.999	0.707
ACCESS-ESM1-5_BARPA	[-]	305.	304.	303.	0.971	1.63	0.347	0.511	0.725	0.974	0.878	0.763
ACCESS-ESM1-5_CCAM	[-]	305.	305.	303.	1.11	1.53	0.282	0.575	0.669	0.981	0.984	0.776
ACCESS-ESM1-5_CMIP6	[-]	304.	304.	304.	-0.192	0.855	0.765	0.727	0.652	0.949	0.935	0.783
CESM2_BARPA	[-]	305.	305.	303.	1.13	1.70	0.408	0.504	0.745	0.970	0.884	0.770
CESM2_CCAM	[-]	305.	304.	303.	0.842	1.34	0.325	0.620	0.660	0.978	0.979	0.780
CMCC-ESM2_BARPA	[-]	305.	304.	303.	0.928	1.74	0.366	0.493	0.684	0.973	0.870	0.741
CMCC-ESM2_CCAM	[-]	304.	303.	303.	-0.0585	0.994	0.347	0.724	0.710	0.977	0.995	0.823
CMCC-ESM2_CMIP6	[-]	303.	303.	304.	-0.920	1.16	0.574	0.618	0.683	0.948	0.991	0.785
CNRM-ESM2-1_CCAM	[-]	302.	301.	303.	-2.00	2.17	0.414	0.395	0.671	0.972	0.981	0.738
CNRM-ESM2-1_CMIP6	[-]	303.	303.	304.	-0.979	1.69	0.509	0.566	0.603	0.966	0.474	0.642
EC-Earth3_BARPA	[-]	304.	303.	303.	-0.00796	1.20	0.282	0.639	0.708	0.981	0.968	0.801
EC-Earth3_CCAM	[-]	303.	303.	303.	-0.633	1.29	0.195	0.652	0.659	0.987	0.993	0.790
EC-Earth3_CMIP6	[-]	303.	303.	304.	-0.981	1.50	0.276	0.611	0.596	0.982	0.990	0.755
ERA5_BARPA	[-]	304.	304.	303.	0.0911	1.17	0.479	0.608	0.769	0.968	0.919	0.807
ERA5_CCAM	[-]	303.	303.	303.	-0.381	1.07	0.455	0.721	0.714	0.970	0.999	0.824
MPI-ESM1-2-HR_BARPA	[-]	304.	304.	303.	0.110	1.49	0.478	0.558	0.655	0.966	0.866	0.740
MPI-ESM1-2-HR_CMIP6	[-]	304.	304.	304.	0.526	1.60	0.612	0.519	0.618	0.959	0.990	0.741
NorESM2-MM_BARPA	[-]	304.	304.	303.	0.615	1.24	0.479	0.584	0.774	0.968	0.928	0.806
NorESM2-MM_CCAM	[-]	302.	302.	303.	-1.80	1.97	0.738	0.418	0.695	0.951	0.995	0.751
NorESM2-MM_CMIP6	[-]	303.	303.	304.	-1.22	1.39	0.687	0.515	0.700	0.941	0.999	0.771