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	[-]	288.
ACCESS-CM2_BARPA	[-]	289.	289.	288.	295.	0.562	1.29	0.506	0.839	0.837	0.961	0.989	0.893
ACCESS-CM2_CCAM	[-]	288.	288.	288.	294.	-0.190	0.998	0.358	0.874	0.871	0.975	0.994	0.917
ACCESS-CM2_CMIP6	[-]	291.	291.	288.		2.43	2.58	0.265	0.613	0.846	0.982	1.00	0.857
ACCESS-ESM1-5_BARPA	[-]	289.	289.	288.	296.	1.17	1.54	0.387	0.779	0.860	0.972	0.992	0.892
ACCESS-ESM1-5_CCAM	[-]	289.	289.	288.	296.	0.520	1.19	0.323	0.836	0.867	0.978	1.00	0.910
ACCESS-ESM1-5_CMIP6	[-]	291.	291.	288.		2.35	2.53	0.233	0.620	0.839	0.985	1.00	0.857
CESM2_BARPA	[-]	288.	288.	288.	296.	-0.205	1.12	0.232	0.862	0.854	0.983	1.00	0.911
CESM2_CCAM	[-]	288.	288.	288.	294.	-0.578	1.18	0.185	0.842	0.875	0.988	0.999	0.916
CMCC-ESM2_BARPA	[-]	289.	289.	288.	296.	0.317	1.11	0.212	0.857	0.863	0.985	0.999	0.914
CMCC-ESM2_CCAM	[-]	288.	288.	288.	294.	0.0767	1.07	0.270	0.873	0.862	0.981	1.00	0.916
CMCC-ESM2_CMIP6	[-]	291.	291.	288.		3.14	3.26	0.391	0.534	0.847	0.966	0.998	0.838
CNRM-ESM2-1_CCAM	[-]	287.	287.	288.	293.	-1.69	2.02	0.501	0.704	0.863	0.967	0.934	0.866
CNRM-ESM2-1_CMIP6	[-]	290.	290.	288.		1.54	1.98	0.525	0.708	0.861	0.965	0.989	0.877
EC-Earth3_BARPA	[-]	289.	289.	288.	296.	0.587	1.42	0.220	0.789	0.861	0.985	0.951	0.889
EC-Earth3_CCAM	[-]	289.	289.	288.	295.	0.732	1.38	0.246	0.788	0.881	0.983	0.931	0.893
EC-Earth3_CMIP6	[-]	290.	290.	288.		1.60	1.96	0.351	0.714	0.865	0.973	0.939	0.871
ERA5_BARPA	[-]	288.	288.	288.	295.	0.177	1.05	0.229	0.858	0.875	0.984	0.988	0.916
ERA5_CCAM	[-]	288.	288.	288.	295.	-0.219	1.02	0.195	0.866	0.883	0.987	0.994	0.923
MPI-ESM1-2-HR_BARPA	[-]	288.	288.	288.	295.	-0.211	1.15	0.284	0.851	0.852	0.979	0.993	0.905
MPI-ESM1-2-HR_CMIP6	[-]	292.	292.	288.		3.45	3.58	0.362	0.507	0.833	0.975	0.994	0.828
NorESM2-MM_BARPA	[-]	288.	288.	288.	296.	0.0425	1.08	0.205	0.871	0.856	0.986	0.999	0.914
NorESM2-MM_CCAM	[-]	287.	287.	288.	293.	-1.53	1.85	0.280	0.731	0.850	0.981	1.00	0.882
NorESM2-MM_CMIP6	[-]	291.	291.	288.		2.72	2.84	0.323	0.579	0.851	0.979	0.994	0.851

	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	[-]	285.
ACCESS-CM2_BARPA	[-]	286.	286.	285.	1.33	1.48	0.0172	0.790	0.894	0.999	0.989	0.915
ACCESS-CM2_CCAM	[-]	285.	285.	285.	0.782	0.984	0.00	0.871	0.906	1.00	0.993	0.938
ACCESS-CM2_CMIP6	[-]	286.	286.	285.	1.96	2.05	0.00	0.702	0.909	1.00	1.00	0.903
ACCESS-ESM1-5_BARPA	[-]	287.	287.	285.	2.03	2.10	0.00	0.695	0.912	1.00	0.983	0.899
ACCESS-ESM1-5_CCAM	[-]	286.	286.	285.	1.70	1.84	0.00	0.738	0.882	1.00	0.993	0.901
ACCESS-ESM1-5_CMIP6	[-]	287.	287.	285.	2.49	2.58	0.00	0.637	0.896	1.00	0.999	0.884
CESM2_BARPA	[-]	285.	285.	285.	0.567	0.883	0.0683	0.894	0.903	0.996	0.989	0.941
CESM2_CCAM	[-]	285.	285.	285.	0.492	0.824	0.0512	0.906	0.910	0.997	0.986	0.945
CMCC-ESM2_BARPA	[-]	285.	286.	285.	0.972	1.18	0.00	0.839	0.897	1.00	0.992	0.928
CMCC-ESM2_CCAM	[-]	285.	285.	285.	0.715	0.999	0.116	0.880	0.889	0.993	0.998	0.934
CMCC-ESM2_CMIP6	[-]	288.	288.	285.	3.38	3.45	0.0427	0.551	0.883	0.997	0.823	0.821
CNRM-ESM2-1_CCAM	[-]	284.	284.	285.	-0.723	1.14	0.372	0.878	0.862	0.976	0.996	0.921
CNRM-ESM2-1_CMIP6	[-]	286.	286.	285.	1.03	1.31	0.718	0.832	0.888	0.954	0.952	0.905
EC-Earth3_BARPA	[-]	286.	286.	285.	1.13	1.22	0.0169	0.817	0.932	0.999	0.999	0.936
EC-Earth3_CCAM	[-]	286.	286.	285.	1.57	1.67	0.0853	0.754	0.904	0.995	1.00	0.912
EC-Earth3_CMIP6	[-]	288.	288.	285.	2.99	3.06	0.00	0.583	0.892	1.00	0.993	0.870
ERA5_BARPA	[-]	285.	286.	285.	0.909	1.28	0.00	0.848	0.859	1.00	0.989	0.917
ERA5_CCAM	[-]	285.	285.	285.	0.494	0.990	0.00	0.911	0.865	1.00	0.999	0.935
MPI-ESM1-2-HR_BARPA	[-]	285.	285.	285.	0.261	0.657	0.143	0.929	0.920	0.991	0.994	0.954
MPI-ESM1-2-HR_CMIP6	[-]	288.	288.	285.	3.86	3.98	0.00	0.500	0.851	1.00	0.883	0.813
NorESM2-MM_BARPA	[-]	285.	285.	285.	0.665	1.11	0.0419	0.883	0.862	0.997	0.992	0.926
NorESM2-MM_CCAM	[-]	284.	284.	285.	-0.622	1.04	0.320	0.891	0.876	0.979	0.998	0.929
NorESM2-MM_CMIP6	[-]	287.	287.	285.	2.91	3.06	0.466	0.600	0.853	0.970	0.834	0.818

	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	[-]	287.
ACCESS-CM2_BARPA	[-]	287.	287.	287.	0.883	1.38	0.686	0.800	0.864	0.956	0.963	0.890
ACCESS-CM2_CCAM	[-]	287.	287.	287.	0.350	0.906	0.299	0.883	0.884	0.981	0.995	0.928
ACCESS-CM2_CMIP6	[-]	290.	290.	287.	2.98	3.09	0.417	0.537	0.848	0.973	0.977	0.789
ACCESS-ESM1-5_BARPA	[-]	288.	288.	287.	1.68	1.94	0.465	0.708	0.858	0.970	0.971	0.870
ACCESS-ESM1-5_CCAM	[-]	288.	288.	287.	1.46	1.68	0.300	0.742	0.854	0.981	0.999	0.888
ACCESS-ESM1-5_CMIP6	[-]	290.	290.	286.	3.12	3.22	0.155	0.529	0.846	0.990	0.985	0.830
CESM2_BARPA	[-]	287.	287.	287.	0.480	0.997	0.577	0.849	0.893	0.963	0.985	0.918
CESM2_CCAM	[-]	287.	287.	287.	0.233	0.844	0.437	0.886	0.897	0.972	1.00	0.934
CMCC-ESM2_BARPA	[-]	287.	287.	287.	0.706	1.13	0.125	0.815	0.902	0.992	0.968	0.913
CMCC-ESM2_CCAM	[-]	287.	287.	287.	0.499	0.937	0.482	0.875	0.887	0.969	0.998	0.926
CMCC-ESM2_CMIP6	[-]	289.	289.	286.	3.10	3.24	0.377	0.539	0.845	0.976	0.914	0.833
CNRM-ESM2-1_CCAM	[-]	285.	285.	287.	-1.42	1.63	0.284	0.746	0.877	0.982	0.933	0.885
CNRM-ESM2-1_CMIP6	[-]	287.	287.	287.	0.767	1.24	0.176	0.800	0.886	0.989	0.980	0.904
EC-Earth3_BARPA	[-]	287.	287.	287.	0.822	1.47	0.488	0.768	0.881	0.969	0.914	0.884
EC-Earth3_CCAM	[-]	287.	287.	287.	0.938	1.22	0.419	0.801	0.908	0.973	0.962	0.904
EC-Earth3_CMIP6	[-]	288.	288.	286.	1.64	1.88	0.280	0.717	0.876	0.982	0.986	0.878
ERA5_BARPA	[-]	287.	287.	287.	0.626	1.09	0.251	0.832	0.891	0.984	0.973	0.911
ERA5_CCAM	[-]	287.	287.	287.	0.199	0.957	0.125	0.891	0.867	0.992	0.994	0.926
MPI-ESM1-2-HR_BARPA	[-]	287.	287.	287.	0.0134	1.16	0.654	0.831	0.879	0.958	0.933	0.904
MPI-ESM1-2-HR_CMIP6	[-]	289.	289.	287.	2.87	2.94	0.371	0.552	0.883	0.976	0.992	0.840
NorESM2-MM_BARPA	[-]	287.	287.	287.	0.527	1.01	0.298	0.852	0.886	0.981	0.986	0.919
NorESM2-MM_CCAM	[-]	285.	285.	287.	-1.03	1.41	0.585	0.790	0.860	0.962	0.998	0.892
NorESM2-MM_CMIP6	[-]	289.	289.	286.	2.78	2.91	0.483	0.573	0.845	0.969	0.953	0.843

	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	[-]	293.
ACCESS-CM2_BARPA	[-]	293.	293.	293.	-0.00625	1.59	1.06	0.850	0.720	0.900	0.970	0.845
ACCESS-CM2_CCAM	[-]	292.	293.	293.	-0.313	1.19	0.692	0.856	0.801	0.947	0.997	0.889
ACCESS-CM2_CMIP6	[-]	295.	295.	293.	2.33	2.52	0.535	0.587	0.810	0.962	0.919	0.817
ACCESS-ESM1-5_BARPA	[-]	293.	293.	293.	0.597	1.59	0.739	0.833	0.734	0.938	0.989	0.856
ACCESS-ESM1-5_CCAM	[-]	294.	294.	293.	0.934	1.49	0.640	0.806	0.779	0.954	1.00	0.875
ACCESS-ESM1-5_CMIP6	[-]	295.	295.	293.	2.52	2.73	0.534	0.554	0.783	0.964	0.983	0.811
CESM2_BARPA	[-]	292.	292.	293.	-0.318	1.41	0.613	0.832	0.766	0.951	0.971	0.866
CESM2_CCAM	[-]	293.	293.	293.	-0.0617	1.26	0.463	0.876	0.774	0.969	0.996	0.892
CMCC-ESM2_BARPA	[-]	293.	293.	293.	-0.101	1.30	0.459	0.831	0.797	0.966	0.955	0.880
CMCC-ESM2_CCAM	[-]	293.	293.	293.	0.0843	1.37	0.454	0.863	0.768	0.967	0.998	0.889
CMCC-ESM2_CMIP6	[-]	296.	296.	293.	3.41	3.65	0.883	0.451	0.749	0.902	0.980	0.772
CNRM-ESM2-1_CCAM	[-]	290.	290.	293.	-2.77	2.92	0.501	0.522	0.823	0.963	0.995	0.822
CNRM-ESM2-1_CMIP6	[-]	293.	293.	293.	0.0751	1.36	0.401	0.785	0.834	0.973	0.843	0.850
EC-Earth3_BARPA	[-]	292.	292.	293.	-0.884	1.80	0.531	0.771	0.720	0.962	0.970	0.839
EC-Earth3_CCAM	[-]	292.	292.	293.	-0.594	1.23	0.446	0.813	0.837	0.968	0.999	0.897
EC-Earth3_CMIP6	[-]	293.	293.	293.	0.209	1.21	0.797	0.845	0.819	0.927	0.999	0.892
ERA5_BARPA	[-]	292.	292.	293.	-0.445	1.18	0.500	0.829	0.830	0.964	0.983	0.889
ERA5_CCAM	[-]	292.	292.	293.	-0.385	1.18	0.456	0.847	0.819	0.969	1.00	0.900
MPI-ESM1-2-HR_BARPA	[-]	292.	292.	293.	-0.980	1.88	0.775	0.757	0.719	0.935	0.948	0.824
MPI-ESM1-2-HR_CMIP6	[-]	296.	296.	293.	3.31	3.47	0.565	0.473	0.794	0.958	0.971	0.804
NorESM2-MM_BARPA	[-]	293.	293.	293.	-0.0708	1.13	0.485	0.851	0.827	0.965	0.966	0.891
NorESM2-MM_CCAM	[-]	291.	292.	293.	-1.31	1.77	0.434	0.728	0.786	0.969	0.999	0.861
NorESM2-MM_CMIP6	[-]	296.	296.	293.	3.15	3.31	0.544	0.477	0.786	0.962	0.998	0.805

	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	[-]	282.
ACCESS-CM2_BARPA	[-]	284.	284.	282.	1.56	1.71	0.416	0.694	0.857	0.973	0.975	0.873
ACCESS-CM2_CCAM	[-]	283.	283.	282.	0.785	1.09	0.578	0.828	0.855	0.963	0.998	0.905
ACCESS-CM2_CMIP6	[-]	285.	285.	282.	2.35	2.50	0.592	0.579	0.827	0.962	0.987	0.838
ACCESS-ESM1-5_BARPA	[-]	284.	284.	282.	2.03	2.09	0.565	0.623	0.893	0.964	0.969	0.865
ACCESS-ESM1-5_CCAM	[-]	284.	284.	282.	1.52	1.72	0.444	0.712	0.843	0.971	0.999	0.877
ACCESS-ESM1-5_CMIP6	[-]	285.	285.	282.	2.67	2.81	0.272	0.541	0.826	0.983	0.834	0.799
CESM2_BARPA	[-]	283.	283.	282.	0.412	0.925	0.332	0.886	0.851	0.979	0.965	0.912
CESM2_CCAM	[-]	282.	282.	282.	-0.133	0.918	0.316	0.884	0.849	0.980	0.999	0.919
CMCC-ESM2_BARPA	[-]	283.	283.	282.	0.875	1.24	0.332	0.817	0.836	0.979	0.960	0.891
CMCC-ESM2_CCAM	[-]	283.	283.	282.	0.931	1.25	0.388	0.801	0.856	0.975	0.999	0.902
CMCC-ESM2_CMIP6	[-]	285.	285.	282.	2.69	2.83	0.569	0.542	0.850	0.964	0.816	0.799
CNRM-ESM2-1_CCAM	[-]	283.	283.	282.	0.510	1.03	0.651	0.848	0.858	0.958	1.00	0.910
CNRM-ESM2-1_CMIP6	[-]	285.	285.	282.	2.25	2.43	0.647	0.590	0.817	0.958	0.993	0.837
EC-Earth3_BARPA	[-]	284.	284.	282.	1.99	2.07	0.465	0.626	0.887	0.970	0.958	0.863
EC-Earth3_CCAM	[-]	285.	285.	282.	2.67	2.77	0.505	0.540	0.840	0.968	0.998	0.837
EC-Earth3_CMIP6	[-]	285.	285.	282.	3.26	3.36	0.454	0.462	0.817	0.971	0.994	0.812
ERA5_BARPA	[-]	283.	283.	282.	1.14	1.40	0.466	0.766	0.848	0.970	0.972	0.884
ERA5_CCAM	[-]	283.	283.	282.	1.10	1.21	0.328	0.778	0.917	0.979	1.00	0.918
MPI-ESM1-2-HR_BARPA	[-]	283.	283.	282.	0.652	1.06	0.263	0.855	0.843	0.983	0.966	0.904
MPI-ESM1-2-HR_CMIP6	[-]	286.	286.	282.	3.34	3.48	0.312	0.455	0.805	0.980	0.989	0.807
NorESM2-MM_BARPA	[-]	283.	283.	282.	0.725	1.14	0.339	0.843	0.837	0.978	0.971	0.899
NorESM2-MM_CCAM	[-]	282.	282.	282.	-0.227	0.911	0.511	0.843	0.897	0.967	0.999	0.923
NorESM2-MM_CMIP6	[-]	285.	285.	282.	2.66	2.77	0.649	0.536	0.835	0.958	0.950	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	[-]	288.
ACCESS-CM2_BARPA	[-]	289.	289.	288.	0.480	1.14	0.401	0.875	0.867	0.974	0.995	0.922
ACCESS-CM2_CCAM	[-]	288.	288.	288.	-0.413	0.947	0.265	0.891	0.900	0.983	0.996	0.937
ACCESS-CM2_CMIP6	[-]	291.	291.	288.	2.38	2.52	0.157	0.655	0.871	0.990	1.00	0.876
ACCESS-ESM1-5_BARPA	[-]	290.	290.	288.	1.10	1.38	0.291	0.813	0.895	0.981	0.998	0.919
ACCESS-ESM1-5_CCAM	[-]	289.	289.	288.	0.131	0.968	0.228	0.881	0.906	0.985	0.991	0.939
ACCESS-ESM1-5_CMIP6	[-]	290.	290.	288.	2.01	2.19	0.136	0.697	0.867	0.991	0.999	0.884
CESM2_BARPA	[-]	288.	288.	288.	-0.357	1.09	0.0579	0.874	0.882	0.996	0.996	0.933
CESM2_CCAM	[-]	288.	288.	288.	-0.896	1.25	0.0631	0.836	0.905	0.996	0.997	0.931
CMCC-ESM2_BARPA	[-]	289.	289.	288.	0.311	1.05	0.129	0.880	0.888	0.992	0.996	0.934
CMCC-ESM2_CCAM	[-]	288.	288.	288.	-0.0871	0.991	0.176	0.893	0.889	0.989	0.995	0.939
CMCC-ESM2_CMIP6	[-]	292.	292.	288.	3.09	3.19	0.251	0.578	0.878	0.982	1.00	0.861
CNRM-ESM2-1_CCAM	[-]	287.	287.	288.	-1.83	2.05	0.562	0.729	0.878	0.964	0.939	0.875
CNRM-ESM2-1_CMIP6	[-]	290.	290.	289.	1.88	2.11	0.592	0.714	0.889	0.961	0.996	0.887
EC-Earth3_BARPA	[-]	289.	289.	288.	0.669	1.14	0.0873	0.846	0.904	0.994	0.979	0.929
EC-Earth3_CCAM	[-]	289.	289.	288.	0.697	1.16	0.163	0.846	0.903	0.989	0.946	0.918
EC-Earth3_CMIP6	[-]	290.	290.	288.	1.67	1.89	0.250	0.739	0.891	0.983	0.939	0.888
ERA5_BARPA	[-]	289.	289.	288.	0.112	0.963	0.123	0.889	0.894	0.992	0.994	0.937
ERA5_CCAM	[-]	288.	288.	288.	-0.449	0.982	0.0947	0.887	0.901	0.994	0.999	0.940
MPI-ESM1-2-HR_BARPA	[-]	288.	288.	288.	-0.156	0.977	0.0918	0.883	0.895	0.994	1.00	0.939
MPI-ESM1-2-HR_CMIP6	[-]	292.	292.	288.	3.73	3.86	0.327	0.516	0.849	0.977	0.984	0.836
NorESM2-MM_BARPA	[-]	288.	288.	288.	-0.122	1.08	0.104	0.888	0.868	0.993	1.00	0.931
NorESM2-MM_CCAM	[-]	287.	287.	288.	-1.87	2.11	0.152	0.718	0.862	0.990	0.998	0.888
NorESM2-MM_CMIP6	[-]	291.	291.	288.	2.60	2.70	0.188	0.632	0.885	0.988	0.985	0.874

	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	[-]	280.
ACCESS-CM2_BARPA	[-]	282.	282.	280.	1.65	1.75	0.268	0.598	0.845	0.983	0.996	0.852
ACCESS-CM2_CCAM	[-]	281.	281.	280.	0.545	0.992	0.324	0.802	0.828	0.979	0.997	0.892
ACCESS-CM2_CMIP6	[-]	284.	284.	281.	3.28	3.38	0.215	0.339	0.756	0.986	0.989	0.731
ACCESS-ESM1-5_BARPA	[-]	282.	282.	280.	2.18	2.25	0.338	0.501	0.853	0.978	0.994	0.828
ACCESS-ESM1-5_CCAM	[-]	281.	281.	280.	1.03	1.24	0.324	0.720	0.841	0.979	0.998	0.878
ACCESS-ESM1-5_CMIP6	[-]	285.	285.	281.	4.50	4.55	0.368	0.262	0.816	0.976	0.894	0.696
CESM2_BARPA	[-]	281.	281.	280.	0.395	0.892	0.486	0.804	0.878	0.969	0.998	0.907
CESM2_CCAM	[-]	280.	280.	280.	-0.612	1.11	0.457	0.727	0.858	0.971	0.997	0.877
CMCC-ESM2_BARPA	[-]	281.	281.	280.	1.09	1.27	0.461	0.713	0.869	0.970	0.999	0.885
CMCC-ESM2_CCAM	[-]	281.	281.	280.	0.436	0.948	0.475	0.797	0.849	0.970	1.00	0.896
CMCC-ESM2_CMIP6	[-]	284.	284.	281.	3.39	3.47	0.433	0.352	0.783	0.972	0.918	0.726
CNRM-ESM2-1_CCAM	[-]	280.	280.	280.	0.126	0.877	0.324	0.810	0.843	0.979	0.999	0.899
CNRM-ESM2-1_CMIP6	[-]	284.	284.	280.	3.47	3.57	0.438	0.299	0.752	0.972	0.928	0.741
EC-Earth3_BARPA	[-]	283.	283.	280.	2.58	2.62	0.213	0.438	0.868	0.986	0.997	0.820
EC-Earth3_CCAM	[-]	283.	282.	280.	2.29	2.38	0.296	0.476	0.815	0.981	1.00	0.813
EC-Earth3_CMIP6	[-]	283.	283.	281.	2.46	2.57	0.254	0.446	0.791	0.984	0.972	0.790
ERA5_BARPA	[-]	281.	281.	280.	1.25	1.35	0.240	0.675	0.897	0.985	0.998	0.886
ERA5_CCAM	[-]	281.	281.	280.	0.623	0.954	0.212	0.784	0.867	0.986	1.00	0.903
MPI-ESM1-2-HR_BARPA	[-]	281.	281.	280.	0.858	1.17	0.325	0.753	0.845	0.979	1.00	0.890
MPI-ESM1-2-HR_CMIP6	[-]	282.	282.	280.	2.02	2.12	0.353	0.545	0.829	0.972	0.996	0.801
NorESM2-MM_BARPA	[-]	281.	281.	280.	0.850	1.09	0.324	0.753	0.872	0.979	0.998	0.897
NorESM2-MM_CCAM	[-]	279.	279.	280.	-0.771	1.12	0.324	0.742	0.844	0.979	0.997	0.876
NorESM2-MM_CMIP6	[-]	283.	283.	281.	2.62	2.72	0.370	0.434	0.787	0.976	0.980	0.791

	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	[-]	284.
ACCESS-CM2_BARPA	[-]	285.	285.	284.	0.863	1.12	0.124	0.786	0.859	0.992	0.999	0.898
ACCESS-CM2_CCAM	[-]	284.	284.	284.	0.0208	0.882	0.147	0.885	0.831	0.991	0.999	0.915
ACCESS-CM2_CMIP6	[-]	287.	287.	284.	2.50	2.74	0.0589	0.530	0.779	0.996	0.711	0.724
ACCESS-ESM1-5_BARPA	[-]	285.	286.	284.	1.25	1.38	0.147	0.714	0.883	0.991	0.998	0.890
ACCESS-ESM1-5_CCAM	[-]	284.	284.	284.	0.218	1.01	0.198	0.858	0.827	0.987	0.997	0.907
ACCESS-ESM1-5_CMIP6	[-]	287.	287.	284.	2.74	2.99	0.250	0.506	0.805	0.984	0.881	0.812
CESM2_BARPA	[-]	284.	284.	284.	-0.436	1.02	0.215	0.856	0.820	0.986	0.992	0.899
CESM2_CCAM	[-]	283.	283.	284.	-1.00	1.13	0.148	0.769	0.910	0.991	0.994	0.917
CMCC-ESM2_BARPA	[-]	284.	284.	284.	0.0629	0.883	0.118	0.890	0.832	0.992	0.990	0.907
CMCC-ESM2_CCAM	[-]	284.	284.	284.	-0.00536	0.907	0.124	0.851	0.868	0.992	0.975	0.916
CMCC-ESM2_CMIP6	[-]	287.	287.	284.	3.12	3.19	0.238	0.450	0.850	0.985	0.832	0.791
CNRM-ESM2-1_CCAM	[-]	284.	284.	284.	-0.514	1.18	0.147	0.790	0.857	0.991	0.997	0.897
CNRM-ESM2-1_CMIP6	[-]	286.	286.	284.	2.08	2.43	0.158	0.599	0.776	0.990	0.918	0.801
EC-Earth3_BARPA	[-]	286.	286.	284.	1.74	1.89	0.205	0.626	0.864	0.987	0.994	0.863
EC-Earth3_CCAM	[-]	286.	286.	284.	2.11	2.20	0.141	0.578	0.858	0.991	0.994	0.847
EC-Earth3_CMIP6	[-]	287.	287.	284.	2.64	2.80	0.214	0.502	0.804	0.986	0.982	0.791
ERA5_BARPA	[-]	285.	285.	284.	0.432	0.931	0.136	0.862	0.845	0.991	1.00	0.909
ERA5_CCAM	[-]	284.	284.	284.	0.0987	0.782	0.279	0.844	0.919	0.982	0.990	0.926
MPI-ESM1-2-HR_BARPA	[-]	284.	284.	284.	-0.187	0.913	0.317	0.872	0.836	0.980	0.998	0.907
MPI-ESM1-2-HR_CMIP6	[-]	286.	286.	284.	2.24	2.39	0.334	0.563	0.831	0.979	0.920	0.823
NorESM2-MM_BARPA	[-]	284.	284.	284.	0.0257	0.902	0.101	0.883	0.833	0.994	0.997	0.910
NorESM2-MM_CCAM	[-]	282.	283.	284.	-1.71	1.86	0.486	0.637	0.877	0.969	0.988	0.876
NorESM2-MM_CMIP6	[-]	287.	287.	284.	2.53	2.73	0.478	0.517	0.774	0.969	0.892	0.795

	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	[-]	294.
ACCESS-CM2_BARPA	[-]	294.	294.	294.	0.270	1.18	1.08	0.809	0.658	0.908	0.993	0.822
ACCESS-CM2_CCAM	[-]	293.	294.	294.	-0.398	0.983	1.04	0.752	0.770	0.915	1.00	0.849
ACCESS-CM2_CMIP6	[-]	297.	297.	294.	3.36	3.51	0.801	0.283	0.680	0.925	0.958	0.708
ACCESS-ESM1-5_BARPA	[-]	295.	295.	294.	0.982	1.47	1.08	0.664	0.655	0.908	0.996	0.789
ACCESS-ESM1-5_CCAM	[-]	295.	295.	294.	0.993	1.31	1.06	0.672	0.727	0.909	0.997	0.815
ACCESS-ESM1-5_CMIP6	[-]	298.	298.	295.	3.14	3.28	0.763	0.203	0.629	0.949	0.971	0.682
CESM2_BARPA	[-]	294.	294.	294.	0.105	1.02	1.08	0.784	0.718	0.908	0.991	0.836
CESM2_CCAM	[-]	294.	294.	294.	0.0676	0.908	0.407	0.793	0.763	0.966	0.998	0.867
CMCC-ESM2_BARPA	[-]	294.	294.	294.	-0.0618	0.936	0.726	0.792	0.744	0.938	0.993	0.853
CMCC-ESM2_CCAM	[-]	293.	294.	294.	-0.353	0.868	1.12	0.749	0.827	0.897	0.996	0.863
CMCC-ESM2_CMIP6	[-]	297.	297.	294.	2.81	2.87	0.898	0.293	0.774	0.928	0.983	0.748
CNRM-ESM2-1_CCAM	[-]	291.	291.	294.	-2.95	3.01	0.240	0.310	0.793	0.982	1.00	0.773
CNRM-ESM2-1_CMIP6	[-]	295.	295.	295.	0.150	1.06	0.852	0.697	0.741	0.924	0.399	0.696
EC-Earth3_BARPA	[-]	293.	293.	294.	-0.875	1.67	0.532	0.675	0.581	0.965	0.996	0.780
EC-Earth3_CCAM	[-]	293.	293.	294.	-0.871	1.24	0.388	0.662	0.782	0.972	0.992	0.844
EC-Earth3_CMIP6	[-]	294.	294.	294.	-0.398	0.694	0.421	0.847	0.822	0.972	0.988	0.898
ERA5_BARPA	[-]	294.	294.	294.	-0.0781	0.721	1.02	0.796	0.837	0.917	0.997	0.881
ERA5_CCAM	[-]	293.	293.	294.	-0.479	0.926	0.751	0.728	0.821	0.938	0.997	0.866
MPI-ESM1-2-HR_BARPA	[-]	293.	293.	294.	-0.698	1.48	1.06	0.699	0.626	0.912	0.985	0.785
MPI-ESM1-2-HR_CMIP6	[-]	296.	296.	294.	1.85	2.04	0.482	0.476	0.711	0.968	0.921	0.763
NorESM2-MM_BARPA	[-]	294.	294.	294.	0.382	0.846	0.638	0.800	0.794	0.944	0.988	0.872
NorESM2-MM_CCAM	[-]	293.	293.	294.	-1.13	1.33	0.576	0.633	0.790	0.950	1.00	0.837
NorESM2-MM_CMIP6	[-]	297.	297.	294.	2.57	2.68	0.338	0.324	0.740	0.978	0.975	0.752

	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	[-]	290.
ACCESS-CM2_BARPA	[-]	294.	292.	290.	295.	296.	1.64	2.10	1.06	0.535	0.712	0.864	0.987	0.762
ACCESS-CM2_CCAM	[-]	293.	291.	290.	294.	296.	0.653	1.54	0.874	0.607	0.743	0.892	0.992	0.795
ACCESS-CM2_CMIP6	[-]	295.	295.	292.	294.		3.85	3.96	1.21	0.265	0.627	0.834	0.989	0.668
ACCESS-ESM1-5_BARPA	[-]	294.	292.	290.	295.	296.	2.12	2.36	1.17	0.487	0.720	0.832	0.991	0.750
ACCESS-ESM1-5_CCAM	[-]	294.	292.	290.	295.	296.	1.32	1.79	0.945	0.575	0.743	0.874	0.990	0.785
ACCESS-ESM1-5_CMIP6	[-]	295.	296.	292.	294.		4.25	4.35	1.41	0.238	0.621	0.791	0.987	0.652
CESM2_BARPA	[-]	293.	291.	290.	294.	296.	1.18	1.99	0.945	0.554	0.705	0.870	0.963	0.759
CESM2_CCAM	[-]	293.	291.	290.	294.	296.	0.446	1.72	0.931	0.584	0.730	0.871	0.974	0.778
CMCC-ESM2_BARPA	[-]	294.	292.	290.	294.	296.	1.43	1.93	0.782	0.554	0.716	0.896	0.977	0.772
CMCC-ESM2_CCAM	[-]	293.	291.	290.	294.	296.	0.818	1.62	0.793	0.598	0.746	0.897	0.990	0.795
CMCC-ESM2_CMIP6	[-]	294.	295.	291.	294.		3.65	3.77	1.08	0.262	0.659	0.850	0.998	0.686
CNRM-ESM2-1_CCAM	[-]	291.	289.	290.	292.	296.	-1.14	2.02	1.04	0.504	0.734	0.870	0.999	0.768
CNRM-ESM2-1_CMIP6	[-]	293.	294.	292.	293.		2.22	2.53	1.24	0.360	0.669	0.829	0.999	0.705
EC-Earth3_BARPA	[-]	294.	292.	290.	295.	296.	1.44	2.01	0.909	0.533	0.703	0.873	0.999	0.762
EC-Earth3_CCAM	[-]	294.	291.	290.	295.	296.	1.14	1.84	0.881	0.536	0.740	0.882	0.997	0.779
EC-Earth3_CMIP6	[-]	294.	293.	291.	294.		2.01	2.45	1.13	0.398	0.691	0.838	0.996	0.723
ERA5_BARPA	[-]	293.	291.	290.	294.	296.	1.14	1.70	0.801	0.577	0.759	0.891	0.990	0.795
ERA5_CCAM	[-]	293.	291.	290.	294.	296.	0.487	1.50	0.785	0.594	0.783	0.891	0.996	0.809
MPI-ESM1-2-HR_BARPA	[-]	293.	291.	290.	294.	296.	0.946	1.81	0.758	0.571	0.693	0.906	0.978	0.769
MPI-ESM1-2-HR_CMIP6	[-]	294.	295.	291.	294.		3.62	3.80	1.17	0.280	0.647	0.842	0.995	0.682
NorESM2-MM_BARPA	[-]	294.	292.	290.	294.	296.	1.29	1.92	0.903	0.560	0.726	0.871	0.974	0.771
NorESM2-MM_CCAM	[-]	292.	290.	290.	292.	296.	-0.541	1.78	1.02	0.545	0.709	0.860	0.987	0.762
NorESM2-MM_CMIP6	[-]	294.	295.	291.	293.		3.37	3.46	1.24	0.286	0.685	0.827	0.996	0.696

	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	[-]	295.
ACCESS-CM2_BARPA	[-]	300.	297.	295.	301.	296.	2.78	2.94	2.02	0.135	0.510	0.704	0.930	0.558
ACCESS-CM2_CCAM	[-]	299.	296.	295.	300.	296.	1.37	2.02	1.72	0.256	0.539	0.762	0.901	0.600
ACCESS-CM2_CMIP6	[-]	300.	300.	295.	301.		4.74	4.83	1.84	0.0434	0.464	0.741	0.894	0.521
ACCESS-ESM1-5_BARPA	[-]	300.	298.	295.	301.	296.	3.05	3.17	2.49	0.103	0.498	0.600	0.937	0.527
ACCESS-ESM1-5_CCAM	[-]	300.	297.	295.	301.	296.	2.00	2.27	2.00	0.245	0.545	0.705	0.927	0.593
ACCESS-ESM1-5_CMIP6	[-]	301.	300.	295.	301.		5.42	5.46	2.24	0.0150	0.476	0.656	0.998	0.524
CESM2_BARPA	[-]	300.	297.	295.	301.	296.	2.81	3.00	2.15	0.132	0.458	0.679	0.928	0.531
CESM2_CCAM	[-]	300.	296.	295.	301.	296.	1.44	2.23	2.21	0.235	0.497	0.671	0.874	0.555
CMCC-ESM2_BARPA	[-]	300.	297.	295.	301.	296.	2.64	2.82	1.72	0.144	0.480	0.748	0.935	0.557
CMCC-ESM2_CCAM	[-]	299.	296.	295.	301.	296.	1.34	2.07	1.68	0.239	0.564	0.754	0.895	0.603
CMCC-ESM2_CMIP6	[-]	300.	299.	295.	301.		3.83	3.95	1.82	0.0707	0.503	0.726	0.927	0.546
CNRM-ESM2-1_CCAM	[-]	297.	293.	295.	298.	296.	-1.08	2.14	1.92	0.171	0.519	0.714	0.919	0.569
CNRM-ESM2-1_CMIP6	[-]	298.	297.	295.	299.		2.20	2.54	1.87	0.136	0.524	0.715	0.884	0.557
EC-Earth3_BARPA	[-]	299.	297.	295.	300.	296.	1.95	2.39	1.96	0.215	0.443	0.702	0.924	0.545
EC-Earth3_CCAM	[-]	299.	296.	295.	300.	296.	0.919	1.96	1.85	0.226	0.523	0.728	0.901	0.580
EC-Earth3_CMIP6	[-]	298.	297.	295.	299.		1.69	2.38	2.00	0.159	0.515	0.687	0.870	0.549
ERA5_BARPA	[-]	299.	297.	295.	300.	296.	2.07	2.28	1.67	0.211	0.577	0.751	0.939	0.611
ERA5_CCAM	[-]	299.	295.	295.	300.	296.	0.910	1.84	1.70	0.238	0.631	0.745	0.915	0.632
MPI-ESM1-2-HR_BARPA	[-]	300.	297.	295.	301.	296.	2.21	2.55	1.56	0.186	0.428	0.787	0.931	0.552
MPI-ESM1-2-HR_CMIP6	[-]	300.	298.	295.	301.		3.54	3.77	2.02	0.106	0.469	0.704	0.802	0.510
NorESM2-MM_BARPA	[-]	300.	297.	295.	301.	296.	2.70	2.83	2.03	0.142	0.514	0.687	0.930	0.557
NorESM2-MM_CCAM	[-]	298.	295.	295.	299.	296.	0.488	1.64	2.25	0.250	0.480	0.659	0.961	0.566
NorESM2-MM_CMIP6	[-]	300.	299.	295.	300.		3.71	3.77	2.06	0.0806	0.545	0.696	0.945	0.562

	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	[-]	285.
ACCESS-CM2_BARPA	[-]	286.	286.	285.	1.33	1.48	0.0172	0.790	0.894	0.999	0.989	0.913
ACCESS-CM2_CCAM	[-]	285.	285.	285.	0.782	0.984	0.00	0.871	0.906	1.00	0.993	0.935
ACCESS-CM2_CMIP6	[-]	286.	286.	285.	1.96	2.05	0.00	0.702	0.909	1.00	1.00	0.904
ACCESS-ESM1-5_BARPA	[-]	287.	287.	285.	2.03	2.10	0.00	0.695	0.912	1.00	0.983	0.900
ACCESS-ESM1-5_CCAM	[-]	286.	286.	285.	1.70	1.84	0.00	0.738	0.882	1.00	0.993	0.899
ACCESS-ESM1-5_CMIP6	[-]	287.	287.	285.	2.49	2.58	0.00	0.637	0.896	1.00	0.999	0.886
CESM2_BARPA	[-]	285.	285.	285.	0.567	0.883	0.0683	0.894	0.903	0.996	0.989	0.937
CESM2_CCAM	[-]	285.	285.	285.	0.492	0.824	0.0512	0.906	0.910	0.997	0.986	0.942
CMCC-ESM2_BARPA	[-]	285.	286.	285.	0.972	1.18	0.00	0.839	0.897	1.00	0.992	0.925
CMCC-ESM2_CCAM	[-]	285.	285.	285.	0.715	0.999	0.116	0.880	0.889	0.993	0.998	0.930
CMCC-ESM2_CMIP6	[-]	288.	288.	285.	3.38	3.45	0.0427	0.551	0.883	0.997	0.823	0.827
CNRM-ESM2-1_CCAM	[-]	284.	284.	285.	-0.723	1.14	0.372	0.878	0.862	0.976	0.996	0.915
CNRM-ESM2-1_CMIP6	[-]	286.	286.	285.	1.03	1.31	0.718	0.832	0.888	0.954	0.952	0.903
EC-Earth3_BARPA	[-]	286.	286.	285.	1.13	1.22	0.0169	0.817	0.932	0.999	0.999	0.936
EC-Earth3_CCAM	[-]	286.	286.	285.	1.57	1.67	0.0853	0.754	0.904	0.995	1.00	0.911
EC-Earth3_CMIP6	[-]	288.	288.	285.	2.99	3.06	0.00	0.583	0.892	1.00	0.993	0.872
ERA5_BARPA	[-]	285.	286.	285.	0.909	1.28	0.00	0.848	0.859	1.00	0.989	0.911
ERA5_CCAM	[-]	285.	285.	285.	0.494	0.990	0.00	0.911	0.865	1.00	0.999	0.928
MPI-ESM1-2-HR_BARPA	[-]	285.	285.	285.	0.261	0.657	0.143	0.929	0.920	0.991	0.994	0.951
MPI-ESM1-2-HR_CMIP6	[-]	288.	288.	285.	3.86	3.98	0.00	0.500	0.851	1.00	0.883	0.817
NorESM2-MM_BARPA	[-]	285.	285.	285.	0.665	1.11	0.0419	0.883	0.862	0.997	0.992	0.919
NorESM2-MM_CCAM	[-]	284.	284.	285.	-0.622	1.04	0.320	0.891	0.876	0.979	0.998	0.924
NorESM2-MM_CMIP6	[-]	287.	287.	285.	2.91	3.06	0.466	0.600	0.853	0.970	0.834	0.822

	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	[-]	288.	288.	288.	0.611	1.31	0.875	0.837	0.835	0.944	0.879	0.866
ACCESS-CM2_CCAM	[-]	288.	288.	288.	0.381	1.06	0.305	0.868	0.865	0.980	0.902	0.896
ACCESS-CM2_CMIP6	[-]	291.	291.	288.	2.93	3.02	0.295	0.544	0.861	0.981	0.984	0.846
ACCESS-ESM1-5_BARPA	[-]	289.	289.	288.	1.46	1.83	0.549	0.750	0.825	0.965	0.882	0.849
ACCESS-ESM1-5_CCAM	[-]	289.	289.	288.	1.54	1.83	0.329	0.737	0.830	0.979	0.924	0.860
ACCESS-ESM1-5_CMIP6	[-]	291.	291.	288.	2.83	2.95	0.220	0.567	0.850	0.986	0.998	0.850
CESM2_BARPA	[-]	288.	288.	288.	0.297	1.02	0.680	0.861	0.874	0.956	0.932	0.900
CESM2_CCAM	[-]	288.	288.	288.	0.375	0.968	0.485	0.872	0.887	0.969	0.945	0.912
CMCC-ESM2_BARPA	[-]	288.	288.	288.	0.428	1.02	0.0480	0.845	0.897	0.997	0.907	0.909
CMCC-ESM2_CCAM	[-]	288.	288.	288.	0.571	1.09	0.460	0.859	0.873	0.970	0.934	0.902
CMCC-ESM2_CMIP6	[-]	291.	291.	288.	3.76	3.88	0.346	0.475	0.829	0.978	0.996	0.821
CNRM-ESM2-1_CCAM	[-]	286.	286.	288.	-1.72	1.90	0.155	0.702	0.879	0.990	0.860	0.862
CNRM-ESM2-1_CMIP6	[-]	288.	288.	288.	0.277	0.909	0.00	0.864	0.897	1.00	0.996	0.931
EC-Earth3_BARPA	[-]	288.	288.	288.	0.270	1.20	0.595	0.827	0.862	0.962	0.896	0.882
EC-Earth3_CCAM	[-]	289.	289.	288.	0.750	1.14	0.435	0.829	0.898	0.972	0.861	0.891
EC-Earth3_CMIP6	[-]	289.	289.	288.	1.61	1.82	0.279	0.733	0.884	0.982	0.860	0.869
ERA5_BARPA	[-]	288.	288.	288.	0.399	1.02	0.257	0.855	0.889	0.984	0.895	0.902
ERA5_CCAM	[-]	288.	288.	288.	0.215	1.07	0.0480	0.875	0.862	0.997	0.918	0.903
MPI-ESM1-2-HR_BARPA	[-]	287.	287.	288.	-0.492	1.16	0.863	0.853	0.849	0.945	0.919	0.883
MPI-ESM1-2-HR_CMIP6	[-]	291.	291.	288.	2.86	2.92	0.473	0.565	0.893	0.970	0.834	0.831
NorESM2-MM_BARPA	[-]	288.	288.	288.	0.367	1.01	0.303	0.865	0.875	0.981	0.927	0.905
NorESM2-MM_CCAM	[-]	287.	287.	288.	-0.927	1.43	0.532	0.805	0.842	0.966	0.917	0.875
NorESM2-MM_CMIP6	[-]	291.	291.	288.	3.36	3.50	0.344	0.511	0.824	0.978	0.933	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	[-]	284.
ACCESS-CM2_BARPA	[-]	285.	285.	284.	1.46	1.50	0.287	0.723	0.927	0.982	0.996	0.911
ACCESS-CM2_CCAM	[-]	284.	284.	284.	0.283	0.573	0.287	0.915	0.925	0.982	0.997	0.949
ACCESS-CM2_CMIP6	[-]	287.	287.	284.	3.14	3.29	0.739	0.518	0.813	0.953	0.422	0.704
ACCESS-ESM1-5_BARPA	[-]	286.	286.	284.	2.14	2.17	0.287	0.619	0.930	0.982	0.996	0.891
ACCESS-ESM1-5_CCAM	[-]	285.	285.	284.	1.28	1.36	0.239	0.753	0.905	0.985	0.999	0.909
ACCESS-ESM1-5_CMIP6	[-]	287.	287.	283.	3.80	3.89	0.00	0.438	0.839	1.00	0.916	0.806
CESM2_BARPA	[-]	285.	285.	284.	0.863	0.953	0.361	0.824	0.933	0.977	0.989	0.931
CESM2_CCAM	[-]	284.	284.	284.	-0.0659	0.582	0.337	0.916	0.918	0.978	1.00	0.946
CMCC-ESM2_BARPA	[-]	285.	285.	284.	1.29	1.36	0.287	0.751	0.915	0.982	0.992	0.911
CMCC-ESM2_CCAM	[-]	284.	284.	284.	0.347	0.621	0.528	0.908	0.916	0.966	0.998	0.941
CMCC-ESM2_CMIP6	[-]	286.	286.	284.	1.76	1.96	0.439	0.669	0.877	0.972	0.918	0.862
CNRM-ESM2-1_CCAM	[-]	283.	283.	284.	-0.781	1.05	0.553	0.839	0.872	0.964	0.986	0.907
CNRM-ESM2-1_CMIP6	[-]	286.	286.	284.	1.92	2.04	0.590	0.648	0.861	0.962	0.978	0.862
EC-Earth3_BARPA	[-]	286.	286.	284.	1.98	2.02	0.262	0.643	0.921	0.983	0.991	0.892
EC-Earth3_CCAM	[-]	285.	285.	284.	1.33	1.38	0.385	0.743	0.930	0.975	0.993	0.914
EC-Earth3_CMIP6	[-]	286.	286.	284.	1.72	2.00	0.280	0.683	0.857	0.982	1.00	0.876
ERA5_BARPA	[-]	285.	285.	284.	1.10	1.24	0.239	0.784	0.894	0.985	0.994	0.910
ERA5_CCAM	[-]	284.	284.	284.	0.166	0.724	0.287	0.923	0.879	0.982	0.997	0.932
MPI-ESM1-2-HR_BARPA	[-]	285.	285.	284.	1.08	1.15	0.214	0.786	0.941	0.986	0.987	0.928
MPI-ESM1-2-HR_CMIP6	[-]	287.	287.	284.	2.89	2.98	0.164	0.525	0.862	0.990	0.999	0.847
NorESM2-MM_BARPA	[-]	285.	285.	284.	0.862	1.00	0.288	0.825	0.909	0.982	0.993	0.924
NorESM2-MM_CCAM	[-]	283.	282.	284.	-1.24	1.36	0.696	0.758	0.898	0.955	0.987	0.899
NorESM2-MM_CMIP6	[-]	285.	285.	284.	1.61	1.73	0.765	0.698	0.889	0.951	0.994	0.884

	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	[-]	291.	291.	292.	-0.456	1.50	0.997	0.853	0.737	0.913	0.993	0.847
ACCESS-CM2_CCAM	[-]	291.	291.	292.	-0.572	1.16	0.609	0.831	0.828	0.957	0.979	0.885
ACCESS-CM2_CMIP6	[-]	294.	294.	292.	1.74	1.92	0.321	0.671	0.841	0.979	0.997	0.866
ACCESS-ESM1-5_BARPA	[-]	292.	292.	292.	0.394	1.45	0.844	0.880	0.745	0.930	0.991	0.858
ACCESS-ESM1-5_CCAM	[-]	293.	293.	292.	0.825	1.40	0.709	0.837	0.792	0.949	0.985	0.871
ACCESS-ESM1-5_CMIP6	[-]	294.	294.	292.	2.28	2.51	0.356	0.588	0.783	0.976	0.997	0.826
CESM2_BARPA	[-]	291.	291.	292.	-0.714	1.32	0.681	0.823	0.798	0.944	0.997	0.872
CESM2_CCAM	[-]	292.	292.	292.	-0.198	1.03	0.344	0.882	0.823	0.978	0.996	0.900
CMCC-ESM2_BARPA	[-]	291.	291.	292.	-0.684	1.18	0.363	0.822	0.835	0.976	0.999	0.893
CMCC-ESM2_CCAM	[-]	292.	292.	292.	-0.145	1.11	0.483	0.851	0.841	0.965	0.993	0.898
CMCC-ESM2_CMIP6	[-]	295.	295.	292.	3.13	3.25	0.415	0.491	0.826	0.970	0.998	0.822
CNRM-ESM2-1_CCAM	[-]	289.	289.	292.	-3.08	3.17	0.423	0.492	0.863	0.972	0.978	0.834
CNRM-ESM2-1_CMIP6	[-]	291.	291.	292.	-0.609	1.19	0.243	0.807	0.859	0.984	0.951	0.892
EC-Earth3_BARPA	[-]	290.	291.	292.	-1.27	1.93	0.553	0.734	0.723	0.963	0.998	0.828
EC-Earth3_CCAM	[-]	291.	291.	292.	-0.635	1.26	0.337	0.786	0.868	0.978	0.981	0.896
EC-Earth3_CMIP6	[-]	292.	292.	292.	0.375	1.04	0.385	0.864	0.859	0.974	0.993	0.910
ERA5_BARPA	[-]	291.	291.	292.	-0.747	1.11	0.434	0.818	0.862	0.971	0.990	0.900
ERA5_CCAM	[-]	291.	291.	292.	-0.556	1.17	0.159	0.819	0.849	0.989	0.984	0.898
MPI-ESM1-2-HR_BARPA	[-]	290.	290.	292.	-1.51	2.10	0.941	0.700	0.719	0.920	1.00	0.812
MPI-ESM1-2-HR_CMIP6	[-]	295.	295.	292.	2.95	3.07	0.342	0.522	0.841	0.978	0.972	0.831
NorESM2-MM_BARPA	[-]	291.	291.	292.	-0.542	1.03	0.418	0.849	0.850	0.973	0.994	0.903
NorESM2-MM_CCAM	[-]	290.	290.	292.	-1.58	1.86	0.337	0.685	0.830	0.978	0.976	0.860
NorESM2-MM_CMIP6	[-]	294.	294.	292.	2.79	2.93	0.449	0.527	0.814	0.970	0.978	0.820

	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	[-]	293.
ACCESS-CM2_BARPA	[-]	294.	294.	293.	0.287	1.65	1.10	0.849	0.709	0.892	0.875	0.807
ACCESS-CM2_CCAM	[-]	293.	293.	293.	-0.143	1.21	0.746	0.872	0.782	0.941	0.961	0.868
ACCESS-CM2_CMIP6	[-]	296.	296.	293.	2.71	2.91	0.673	0.533	0.790	0.951	0.771	0.767
ACCESS-ESM1-5_BARPA	[-]	294.	294.	293.	0.730	1.69	0.670	0.803	0.728	0.944	0.882	0.817
ACCESS-ESM1-5_CCAM	[-]	294.	294.	293.	1.01	1.55	0.595	0.785	0.771	0.957	0.975	0.852
ACCESS-ESM1-5_CMIP6	[-]	296.	296.	293.	2.68	2.88	0.651	0.531	0.782	0.956	0.865	0.784
CESM2_BARPA	[-]	293.	293.	293.	-0.0605	1.48	0.568	0.837	0.745	0.956	0.869	0.830
CESM2_CCAM	[-]	293.	294.	293.	0.0271	1.41	0.541	0.872	0.742	0.963	0.951	0.854
CMCC-ESM2_BARPA	[-]	294.	294.	293.	0.279	1.37	0.521	0.837	0.773	0.960	0.894	0.848
CMCC-ESM2_CCAM	[-]	294.	294.	293.	0.234	1.55	0.436	0.871	0.720	0.967	0.989	0.853
CMCC-ESM2_CMIP6	[-]	297.	297.	293.	3.60	3.92	1.20	0.423	0.697	0.855	0.952	0.725
CNRM-ESM2-1_CCAM	[-]	291.	291.	293.	-2.56	2.76	0.551	0.541	0.797	0.958	0.953	0.810
CNRM-ESM2-1_CMIP6	[-]	294.	294.	293.	0.503	1.47	0.500	0.771	0.818	0.966	0.627	0.800
EC-Earth3_BARPA	[-]	293.	293.	293.	-0.631	1.71	0.517	0.796	0.718	0.960	0.869	0.812
EC-Earth3_CCAM	[-]	293.	293.	293.	-0.568	1.21	0.517	0.831	0.816	0.961	0.982	0.881
EC-Earth3_CMIP6	[-]	294.	294.	293.	0.104	1.32	1.06	0.833	0.793	0.897	0.968	0.857
ERA5_BARPA	[-]	293.	293.	293.	-0.248	1.22	0.543	0.836	0.809	0.959	0.874	0.857
ERA5_CCAM	[-]	293.	293.	293.	-0.274	1.18	0.650	0.865	0.800	0.955	0.982	0.881
MPI-ESM1-2-HR_BARPA	[-]	293.	293.	293.	-0.632	1.73	0.667	0.794	0.718	0.945	0.843	0.804
MPI-ESM1-2-HR_CMIP6	[-]	297.	297.	293.	3.55	3.74	0.714	0.441	0.764	0.945	0.997	0.782
NorESM2-MM_BARPA	[-]	294.	294.	293.	0.237	1.19	0.529	0.851	0.812	0.960	0.866	0.860
NorESM2-MM_CCAM	[-]	292.	292.	293.	-1.13	1.72	0.498	0.756	0.757	0.963	0.978	0.842
NorESM2-MM_CMIP6	[-]	297.	297.	293.	3.40	3.58	0.610	0.442	0.768	0.957	0.999	0.787

	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	[-]	282.
ACCESS-CM2_BARPA	[-]	284.	284.	282.	1.56	1.71	0.416	0.694	0.857	0.973	0.975	0.871
ACCESS-CM2_CCAM	[-]	283.	283.	282.	0.785	1.09	0.578	0.828	0.855	0.963	0.998	0.900
ACCESS-CM2_CMIP6	[-]	285.	285.	282.	2.35	2.50	0.592	0.579	0.827	0.962	0.987	0.837
ACCESS-ESM1-5_BARPA	[-]	284.	284.	282.	2.03	2.09	0.565	0.623	0.893	0.964	0.969	0.868
ACCESS-ESM1-5_CCAM	[-]	284.	284.	282.	1.52	1.72	0.444	0.712	0.843	0.971	0.999	0.874
ACCESS-ESM1-5_CMIP6	[-]	285.	285.	282.	2.67	2.81	0.272	0.541	0.826	0.983	0.834	0.802
CESM2_BARPA	[-]	283.	283.	282.	0.412	0.925	0.332	0.886	0.851	0.979	0.965	0.906
CESM2_CCAM	[-]	282.	282.	282.	-0.133	0.918	0.316	0.884	0.849	0.980	0.999	0.912
CMCC-ESM2_BARPA	[-]	283.	283.	282.	0.875	1.24	0.332	0.817	0.836	0.979	0.960	0.886
CMCC-ESM2_CCAM	[-]	283.	283.	282.	0.931	1.25	0.388	0.801	0.856	0.975	0.999	0.898
CMCC-ESM2_CMIP6	[-]	285.	285.	282.	2.69	2.83	0.569	0.542	0.850	0.964	0.816	0.804
CNRM-ESM2-1_CCAM	[-]	283.	283.	282.	0.510	1.03	0.651	0.848	0.858	0.958	1.00	0.905
CNRM-ESM2-1_CMIP6	[-]	285.	285.	282.	2.25	2.43	0.647	0.590	0.817	0.958	0.993	0.835
EC-Earth3_BARPA	[-]	284.	284.	282.	1.99	2.07	0.465	0.626	0.887	0.970	0.958	0.866
EC-Earth3_CCAM	[-]	285.	285.	282.	2.67	2.77	0.505	0.540	0.840	0.968	0.998	0.837
EC-Earth3_CMIP6	[-]	285.	285.	282.	3.26	3.36	0.454	0.462	0.817	0.971	0.994	0.812
ERA5_BARPA	[-]	283.	283.	282.	1.14	1.40	0.466	0.766	0.848	0.970	0.972	0.881
ERA5_CCAM	[-]	283.	283.	282.	1.10	1.21	0.328	0.778	0.917	0.979	1.00	0.918
MPI-ESM1-2-HR_BARPA	[-]	283.	283.	282.	0.652	1.06	0.263	0.855	0.843	0.983	0.966	0.898
MPI-ESM1-2-HR_CMIP6	[-]	286.	286.	282.	3.34	3.48	0.312	0.455	0.805	0.980	0.989	0.807
NorESM2-MM_BARPA	[-]	283.	283.	282.	0.725	1.14	0.339	0.843	0.837	0.978	0.971	0.893
NorESM2-MM_CCAM	[-]	282.	282.	282.	-0.227	0.911	0.511	0.843	0.897	0.967	0.999	0.921
NorESM2-MM_CMIP6	[-]	285.	285.	282.	2.66	2.77	0.649	0.536	0.835	0.958	0.950	0.823

	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.	0.377	1.16	0.308	0.881	0.870	0.980	0.999	0.920
ACCESS-CM2_CCAM	[-]	289.	289.	290.	-0.424	0.992	0.123	0.894	0.897	0.992	0.994	0.935
ACCESS-CM2_CMIP6	[-]	292.	292.	290.	2.35	2.47	0.120	0.674	0.892	0.992	1.00	0.890
ACCESS-ESM1-5_BARPA	[-]	291.	291.	290.	1.06	1.41	0.255	0.825	0.891	0.984	0.998	0.918
ACCESS-ESM1-5_CCAM	[-]	290.	290.	290.	0.426	1.05	0.232	0.874	0.902	0.984	0.999	0.932
ACCESS-ESM1-5_CMIP6	[-]	292.	292.	290.	1.97	2.12	0.144	0.717	0.888	0.990	0.997	0.896
CESM2_BARPA	[-]	289.	290.	290.	-0.232	1.11	0.0530	0.871	0.891	0.997	0.993	0.929
CESM2_CCAM	[-]	289.	289.	290.	-0.724	1.21	0.0469	0.860	0.893	0.997	0.999	0.928
CMCC-ESM2_BARPA	[-]	290.	290.	290.	0.398	1.06	0.00609	0.868	0.910	1.00	0.993	0.936
CMCC-ESM2_CCAM	[-]	290.	290.	290.	0.109	1.10	0.0881	0.897	0.869	0.994	0.999	0.926
CMCC-ESM2_CMIP6	[-]	293.	293.	290.	3.14	3.26	0.264	0.593	0.869	0.980	0.998	0.861
CNRM-ESM2-1_CCAM	[-]	288.	288.	290.	-2.11	2.34	0.484	0.700	0.857	0.969	0.964	0.869
CNRM-ESM2-1_CMIP6	[-]	292.	292.	290.	1.72	1.95	0.603	0.742	0.908	0.960	0.999	0.904
EC-Earth3_BARPA	[-]	290.	290.	290.	0.368	1.01	0.0142	0.878	0.908	0.999	0.995	0.937
EC-Earth3_CCAM	[-]	290.	290.	290.	0.411	1.07	0.131	0.880	0.894	0.991	0.958	0.924
EC-Earth3_CMIP6	[-]	291.	291.	290.	1.32	1.61	0.286	0.795	0.896	0.981	0.954	0.905
ERA5_BARPA	[-]	290.	290.	290.	0.0223	0.942	0.0286	0.888	0.912	0.998	0.998	0.942
ERA5_CCAM	[-]	289.	289.	290.	-0.416	1.06	0.0594	0.895	0.884	0.996	1.00	0.932
MPI-ESM1-2-HR_BARPA	[-]	290.	290.	290.	-0.173	1.01	0.0597	0.879	0.905	0.996	1.00	0.937
MPI-ESM1-2-HR_CMIP6	[-]	294.	294.	290.	4.08	4.19	0.439	0.501	0.851	0.969	1.00	0.834
NorESM2-MM_BARPA	[-]	290.	290.	290.	-0.117	1.11	0.0654	0.883	0.878	0.996	0.999	0.927
NorESM2-MM_CCAM	[-]	288.	288.	290.	-1.72	2.03	0.0970	0.749	0.853	0.993	1.00	0.890
NorESM2-MM_CMIP6	[-]	293.	293.	290.	2.89	2.97	0.146	0.613	0.895	0.990	1.00	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	[-]	286.
ACCESS-CM2_BARPA	[-]	287.	287.	286.	0.648	1.12	0.554	0.865	0.863	0.964	0.989	0.909
ACCESS-CM2_CCAM	[-]	286.	286.	286.	-0.396	0.873	0.499	0.887	0.906	0.968	0.976	0.928
ACCESS-CM2_CMIP6	[-]	289.	289.	286.	2.42	2.61	0.216	0.625	0.836	0.986	0.997	0.856
ACCESS-ESM1-5_BARPA	[-]	288.	288.	286.	1.18	1.33	0.351	0.793	0.902	0.977	0.997	0.914
ACCESS-ESM1-5_CCAM	[-]	286.	286.	286.	-0.353	0.828	0.221	0.892	0.913	0.986	0.994	0.940
ACCESS-ESM1-5_CMIP6	[-]	288.	288.	286.	2.07	2.30	0.124	0.666	0.833	0.992	0.994	0.863
CESM2_BARPA	[-]	286.	286.	286.	-0.560	1.06	0.0658	0.880	0.867	0.996	1.00	0.922
CESM2_CCAM	[-]	285.	285.	286.	-1.18	1.30	0.0896	0.795	0.925	0.994	0.997	0.927
CMCC-ESM2_BARPA	[-]	286.	287.	286.	0.168	1.02	0.331	0.899	0.851	0.979	1.00	0.916
CMCC-ESM2_CCAM	[-]	286.	286.	286.	-0.409	0.815	0.320	0.887	0.921	0.979	0.999	0.942
CMCC-ESM2_CMIP6	[-]	289.	289.	286.	3.02	3.08	0.232	0.555	0.894	0.985	0.999	0.865
CNRM-ESM2-1_CCAM	[-]	285.	285.	286.	-1.38	1.57	0.690	0.775	0.913	0.956	0.859	0.883
CNRM-ESM2-1_CMIP6	[-]	289.	289.	286.	2.16	2.40	0.572	0.666	0.854	0.963	0.987	0.865
EC-Earth3_BARPA	[-]	287.	288.	286.	1.16	1.35	0.207	0.794	0.897	0.987	0.992	0.913
EC-Earth3_CCAM	[-]	287.	288.	286.	1.17	1.31	0.215	0.789	0.917	0.986	0.935	0.909
EC-Earth3_CMIP6	[-]	289.	289.	286.	2.24	2.35	0.191	0.646	0.883	0.988	0.958	0.872
ERA5_BARPA	[-]	287.	287.	286.	0.260	0.997	0.279	0.890	0.865	0.982	0.978	0.916
ERA5_CCAM	[-]	286.	286.	286.	-0.504	0.854	0.153	0.875	0.928	0.990	0.972	0.939
MPI-ESM1-2-HR_BARPA	[-]	286.	286.	286.	-0.128	0.926	0.144	0.890	0.880	0.991	0.997	0.928
MPI-ESM1-2-HR_CMIP6	[-]	289.	289.	286.	3.17	3.31	0.144	0.541	0.846	0.991	0.995	0.844
NorESM2-MM_BARPA	[-]	286.	286.	286.	-0.130	1.04	0.168	0.897	0.852	0.989	0.996	0.917
NorESM2-MM_CCAM	[-]	284.	284.	286.	-2.10	2.23	0.242	0.668	0.875	0.984	0.997	0.880
NorESM2-MM_CMIP6	[-]	288.	288.	286.	2.13	2.27	0.255	0.662	0.870	0.984	0.973	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	[-]	279.
ACCESS-CM2_BARPA	[-]	280.	280.	279.	1.07	1.24	0.407	0.703	0.821	0.974	0.988	0.861
ACCESS-CM2_CCAM	[-]	279.	279.	279.	-0.0262	0.884	0.407	0.839	0.802	0.974	0.975	0.879
ACCESS-CM2_CMIP6	[-]	282.	282.	279.	3.26	3.36	0.487	0.300	0.740	0.969	0.624	0.675
ACCESS-ESM1-5_BARPA	[-]	281.	281.	279.	1.68	1.77	0.407	0.568	0.829	0.974	0.984	0.837
ACCESS-ESM1-5_CCAM	[-]	280.	280.	279.	0.328	0.845	0.407	0.824	0.820	0.974	0.981	0.884
ACCESS-ESM1-5_CMIP6	[-]	286.	286.	281.	5.18	5.27	0.00	0.164	0.715	1.00	1.00	0.719
CESM2_BARPA	[-]	279.	279.	279.	-0.261	0.704	0.409	0.844	0.864	0.974	0.992	0.907
CESM2_CCAM	[-]	278.	278.	279.	-1.31	1.45	0.245	0.642	0.844	0.984	0.988	0.860
CMCC-ESM2_BARPA	[-]	280.	280.	279.	0.498	0.811	0.326	0.807	0.859	0.979	0.973	0.895
CMCC-ESM2_CCAM	[-]	279.	279.	279.	-0.222	0.927	0.326	0.791	0.824	0.979	0.937	0.871
CMCC-ESM2_CMIP6	[-]	283.	283.	280.	3.29	3.47	0.488	0.361	0.691	0.969	0.526	0.648
CNRM-ESM2-1_CCAM	[-]	279.	279.	279.	-0.690	1.12	0.407	0.739	0.801	0.974	0.980	0.859
CNRM-ESM2-1_CMIP6	[-]	283.	283.	280.	3.10	3.31	0.486	0.333	0.672	0.969	0.923	0.714
EC-Earth3_BARPA	[-]	281.	281.	279.	2.01	2.07	0.407	0.506	0.846	0.974	0.986	0.832
EC-Earth3_CCAM	[-]	281.	281.	279.	1.66	1.80	0.407	0.573	0.788	0.974	0.970	0.819
EC-Earth3_CMIP6	[-]	282.	282.	279.	2.12	2.25	0.324	0.498	0.794	0.979	0.743	0.762
ERA5_BARPA	[-]	280.	280.	279.	0.610	0.846	0.407	0.792	0.865	0.974	0.993	0.898
ERA5_CCAM	[-]	279.	279.	279.	-0.138	0.817	0.488	0.844	0.823	0.969	0.987	0.889
MPI-ESM1-2-HR_BARPA	[-]	279.	280.	279.	0.176	0.851	0.326	0.827	0.816	0.979	0.981	0.884
MPI-ESM1-2-HR_CMIP6	[-]	281.	281.	279.	1.54	1.68	0.325	0.604	0.797	0.979	0.612	0.758
NorESM2-MM_BARPA	[-]	280.	280.	279.	0.284	0.742	0.407	0.837	0.851	0.974	0.983	0.899
NorESM2-MM_CCAM	[-]	278.	278.	279.	-1.49	1.69	0.407	0.604	0.785	0.974	0.996	0.829
NorESM2-MM_CMIP6	[-]	282.	282.	280.	2.40	2.56	0.488	0.432	0.734	0.969	0.997	0.773

	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	[-]	279.
ACCESS-CM2_BARPA	[-]	280.	281.	279.	1.50	1.57	0.244	0.532	0.831	0.984	0.994	0.834
ACCESS-CM2_CCAM	[-]	279.	280.	279.	0.537	0.778	0.244	0.786	0.831	0.984	0.988	0.884
ACCESS-CM2_CMIP6	[-]	284.	284.	279.	4.19	4.27	0.00	0.161	0.693	1.00	1.00	0.709
ACCESS-ESM1-5_BARPA	[-]	281.	281.	279.	2.03	2.08	0.244	0.425	0.826	0.984	0.996	0.811
ACCESS-ESM1-5_CCAM	[-]	280.	280.	279.	0.936	1.07	0.244	0.679	0.821	0.984	0.993	0.860
ACCESS-ESM1-5_CMIP6	[-]	284.	284.	279.	4.55	4.60	0.487	0.168	0.769	0.969	0.218	0.579
CESM2_BARPA	[-]	279.	279.	279.	0.0489	0.470	0.367	0.876	0.878	0.976	0.996	0.921
CESM2_CCAM	[-]	278.	278.	279.	-0.835	0.952	0.675	0.706	0.860	0.957	0.992	0.875
CMCC-ESM2_BARPA	[-]	280.	280.	279.	0.848	0.942	0.306	0.702	0.855	0.980	0.990	0.877
CMCC-ESM2_CCAM	[-]	279.	280.	279.	0.204	0.621	0.367	0.854	0.838	0.976	0.981	0.898
CMCC-ESM2_CMIP6	[-]	283.	283.	279.	3.32	3.42	0.323	0.270	0.712	0.979	0.888	0.712
CNRM-ESM2-1_CCAM	[-]	279.	279.	279.	0.0288	0.655	0.244	0.849	0.829	0.984	0.981	0.895
CNRM-ESM2-1_CMIP6	[-]	283.	283.	280.	3.29	3.38	0.323	0.255	0.732	0.979	0.992	0.738
EC-Earth3_BARPA	[-]	281.	282.	279.	2.64	2.68	0.244	0.330	0.831	0.984	0.986	0.793
EC-Earth3_CCAM	[-]	281.	282.	279.	2.36	2.42	0.244	0.374	0.792	0.984	0.979	0.784
EC-Earth3_CMIP6	[-]	281.	281.	279.	2.15	2.23	0.486	0.407	0.782	0.969	0.998	0.787
ERA5_BARPA	[-]	280.	280.	279.	1.08	1.12	0.244	0.638	0.895	0.984	0.990	0.880
ERA5_CCAM	[-]	279.	280.	279.	0.495	0.722	0.244	0.807	0.837	0.984	0.987	0.890
MPI-ESM1-2-HR_BARPA	[-]	279.	280.	279.	0.479	0.750	0.244	0.799	0.822	0.984	0.990	0.883
MPI-ESM1-2-HR_CMIP6	[-]	281.	281.	279.	1.59	1.75	0.784	0.571	0.790	0.928	0.878	0.792
NorESM2-MM_BARPA	[-]	279.	280.	279.	0.674	0.779	0.244	0.755	0.867	0.984	0.992	0.893
NorESM2-MM_CCAM	[-]	278.	278.	279.	-0.913	1.12	0.244	0.686	0.796	0.984	0.998	0.852
NorESM2-MM_CMIP6	[-]	282.	282.	279.	2.40	2.49	0.323	0.373	0.756	0.979	0.974	0.768

	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	[-]	280.
ACCESS-CM2_BARPA	[-]	283.	282.	280.	2.33	2.41	0.452	0.546	0.858	0.971	0.946	0.836
ACCESS-CM2_CCAM	[-]	281.	281.	280.	1.13	1.40	0.616	0.724	0.854	0.960	0.951	0.869
ACCESS-CM2_CMIP6	[-]	285.	285.	282.	3.01	3.14	0.326	0.447	0.780	0.979	0.953	0.788
ACCESS-ESM1-5_BARPA	[-]	283.	283.	280.	2.96	3.02	0.658	0.461	0.855	0.958	0.943	0.814
ACCESS-ESM1-5_CCAM	[-]	282.	281.	280.	1.65	1.76	0.616	0.653	0.872	0.960	0.945	0.860
ACCESS-ESM1-5_CMIP6	[-]	286.	286.	281.	5.43	5.47	0.650	0.250	0.851	0.958	0.828	0.747
CESM2_BARPA	[-]	282.	281.	280.	1.27	1.48	0.368	0.689	0.887	0.976	0.945	0.877
CESM2_CCAM	[-]	280.	280.	280.	0.273	0.933	0.287	0.814	0.877	0.982	0.937	0.898
CMCC-ESM2_BARPA	[-]	282.	282.	280.	2.02	2.09	0.328	0.590	0.890	0.979	0.970	0.864
CMCC-ESM2_CCAM	[-]	281.	281.	280.	1.14	1.37	0.616	0.716	0.871	0.960	0.972	0.878
CMCC-ESM2_CMIP6	[-]	285.	285.	281.	4.39	4.47	0.660	0.310	0.797	0.958	0.946	0.761
CNRM-ESM2-1_CCAM	[-]	281.	280.	280.	0.515	1.04	0.616	0.793	0.865	0.960	0.964	0.890
CNRM-ESM2-1_CMIP6	[-]	284.	284.	280.	3.58	3.66	0.660	0.357	0.804	0.958	0.900	0.765
EC-Earth3_BARPA	[-]	284.	283.	280.	3.24	3.28	0.288	0.428	0.875	0.982	0.969	0.826
EC-Earth3_CCAM	[-]	283.	282.	280.	2.64	2.71	0.533	0.497	0.850	0.966	0.976	0.828
EC-Earth3_CMIP6	[-]	283.	283.	281.	2.82	2.95	0.329	0.471	0.803	0.979	0.986	0.808
ERA5_BARPA	[-]	282.	282.	280.	1.92	2.00	0.369	0.610	0.901	0.976	0.941	0.866
ERA5_CCAM	[-]	281.	281.	280.	1.08	1.34	0.246	0.731	0.868	0.984	0.950	0.880
MPI-ESM1-2-HR_BARPA	[-]	282.	282.	280.	1.76	1.90	0.657	0.628	0.864	0.958	0.972	0.857
MPI-ESM1-2-HR_CMIP6	[-]	283.	283.	280.	3.02	3.09	0.00	0.447	0.840	1.00	0.863	0.798
NorESM2-MM_BARPA	[-]	282.	281.	280.	1.62	1.76	0.616	0.646	0.885	0.960	0.963	0.868
NorESM2-MM_CCAM	[-]	280.	280.	280.	-0.224	0.922	0.616	0.844	0.867	0.960	0.918	0.891
NorESM2-MM_CMIP6	[-]	284.	284.	281.	3.26	3.33	0.660	0.437	0.830	0.958	0.958	0.803

	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	[-]	282.
ACCESS-CM2_BARPA	[-]	283.	283.	282.	1.28	1.39	0.00	0.648	0.851	1.00	0.970	0.864
ACCESS-CM2_CCAM	[-]	282.	282.	282.	0.186	0.731	0.00	0.884	0.808	1.00	0.927	0.886
ACCESS-CM2_CMIP6	[-]	285.	285.	282.	3.27	3.36	0.00	0.309	0.761	1.00	0.807	0.728
ACCESS-ESM1-5_BARPA	[-]	283.	283.	282.	1.67	1.73	0.00	0.566	0.883	1.00	0.962	0.859
ACCESS-ESM1-5_CCAM	[-]	282.	282.	282.	0.774	0.974	0.00	0.772	0.831	1.00	0.950	0.877
ACCESS-ESM1-5_CMIP6	[-]	284.	284.	281.	2.72	2.76	0.00	0.416	0.855	1.00	0.688	0.763
CESM2_BARPA	[-]	282.	282.	282.	-0.0122	0.612	0.750	0.865	0.874	0.952	0.938	0.901
CESM2_CCAM	[-]	281.	280.	282.	-1.10	1.24	0.611	0.687	0.840	0.961	0.938	0.853
CMCC-ESM2_BARPA	[-]	282.	282.	282.	0.515	0.795	0.797	0.813	0.862	0.949	0.968	0.891
CMCC-ESM2_CCAM	[-]	282.	282.	282.	0.141	0.703	0.470	0.851	0.844	0.970	0.979	0.898
CMCC-ESM2_CMIP6	[-]	284.	284.	282.	2.24	2.29	0.198	0.445	0.843	0.987	0.755	0.775
CNRM-ESM2-1_CCAM	[-]	282.	282.	282.	0.186	0.719	0.00	0.839	0.850	1.00	0.997	0.907
CNRM-ESM2-1_CMIP6	[-]	286.	286.	282.	4.34	4.37	0.00	0.183	0.801	1.00	1.00	0.757
EC-Earth3_BARPA	[-]	284.	284.	282.	2.09	2.12	0.00	0.489	0.898	1.00	0.987	0.854
EC-Earth3_CCAM	[-]	284.	284.	282.	2.19	2.28	0.00	0.472	0.807	1.00	0.990	0.815
EC-Earth3_CMIP6	[-]	284.	284.	282.	2.44	2.54	0.00	0.421	0.784	1.00	0.988	0.795
ERA5_BARPA	[-]	283.	283.	282.	0.956	1.05	0.00	0.714	0.911	1.00	0.967	0.901
ERA5_CCAM	[-]	282.	282.	282.	0.595	0.741	0.00	0.795	0.913	1.00	0.985	0.921
MPI-ESM1-2-HR_BARPA	[-]	282.	282.	282.	0.451	0.784	0.00	0.824	0.854	1.00	0.968	0.900
MPI-ESM1-2-HR_CMIP6	[-]	283.	283.	282.	1.47	1.54	0.393	0.606	0.868	0.975	0.901	0.844
NorESM2-MM_BARPA	[-]	282.	282.	282.	0.391	0.722	0.00	0.829	0.872	1.00	0.963	0.907
NorESM2-MM_CCAM	[-]	281.	281.	282.	-0.914	1.03	0.00	0.739	0.882	1.00	0.962	0.893
NorESM2-MM_CMIP6	[-]	284.	284.	282.	2.06	2.18	0.00	0.467	0.772	1.00	1.00	0.802

	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	[-]	284.
ACCESS-CM2_BARPA	[-]	285.	285.	284.	0.871	1.35	0.411	0.758	0.826	0.974	0.968	0.870
ACCESS-CM2_CCAM	[-]	284.	284.	284.	0.456	1.01	0.521	0.847	0.826	0.967	0.995	0.892
ACCESS-CM2_CMIP6	[-]	287.	287.	284.	2.92	3.11	0.00	0.436	0.754	1.00	0.351	0.659
ACCESS-ESM1-5_BARPA	[-]	285.	285.	284.	1.17	1.49	0.521	0.712	0.845	0.967	0.971	0.868
ACCESS-ESM1-5_CCAM	[-]	285.	285.	284.	0.860	1.18	0.521	0.785	0.851	0.967	0.998	0.890
ACCESS-ESM1-5_CMIP6	[-]	285.	285.	283.	2.09	2.19	0.00	0.575	0.841	1.00	0.996	0.851
CESM2_BARPA	[-]	283.	283.	284.	-0.550	1.34	0.462	0.809	0.778	0.970	0.976	0.862
CESM2_CCAM	[-]	283.	283.	284.	-0.809	0.948	0.220	0.807	0.911	0.986	0.999	0.923
CMCC-ESM2_BARPA	[-]	284.	284.	284.	-0.0766	1.34	0.381	0.812	0.769	0.976	0.946	0.854
CMCC-ESM2_CCAM	[-]	284.	285.	284.	0.615	1.03	0.411	0.816	0.877	0.974	0.987	0.906
CMCC-ESM2_CMIP6	[-]	287.	287.	284.	3.36	3.43	0.282	0.404	0.831	0.982	0.996	0.809
CNRM-ESM2-1_CCAM	[-]	285.	285.	284.	0.700	1.19	0.521	0.780	0.850	0.967	0.932	0.876
CNRM-ESM2-1_CMIP6	[-]	287.	287.	284.	2.82	2.95	0.393	0.486	0.828	0.975	0.746	0.772
EC-Earth3_BARPA	[-]	285.	285.	284.	1.27	1.66	0.520	0.688	0.832	0.967	0.922	0.848
EC-Earth3_CCAM	[-]	286.	287.	284.	2.62	2.70	0.521	0.505	0.848	0.967	0.971	0.828
EC-Earth3_CMIP6	[-]	287.	287.	284.	3.33	3.40	0.445	0.402	0.831	0.971	0.689	0.745
ERA5_BARPA	[-]	284.	284.	284.	0.546	1.20	0.466	0.793	0.826	0.970	0.956	0.874
ERA5_CCAM	[-]	285.	285.	284.	0.934	1.11	0.302	0.767	0.921	0.981	0.951	0.908
MPI-ESM1-2-HR_BARPA	[-]	284.	284.	284.	0.216	1.13	0.408	0.814	0.829	0.974	0.943	0.878
MPI-ESM1-2-HR_CMIP6	[-]	287.	287.	284.	2.82	2.87	0.323	0.460	0.881	0.979	0.957	0.831
NorESM2-MM_BARPA	[-]	284.	284.	284.	0.0202	1.14	0.411	0.824	0.814	0.974	0.949	0.875
NorESM2-MM_CCAM	[-]	283.	283.	284.	-0.837	1.23	0.466	0.765	0.860	0.970	0.997	0.890
NorESM2-MM_CMIP6	[-]	286.	286.	284.	2.57	2.68	0.282	0.493	0.814	0.982	0.997	0.820

	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	[-]	284.
ACCESS-CM2_BARPA	[-]	285.	285.	284.	0.861	1.06	0.0506	0.793	0.868	0.997	1.00	0.905
ACCESS-CM2_CCAM	[-]	284.	284.	284.	-0.0913	0.850	0.0506	0.895	0.832	0.997	0.998	0.911
ACCESS-CM2_CMIP6	[-]	287.	287.	284.	2.37	2.63	0.0767	0.558	0.787	0.995	0.735	0.773
ACCESS-ESM1-5_BARPA	[-]	285.	286.	284.	1.27	1.36	0.0506	0.714	0.893	0.997	0.999	0.899
ACCESS-ESM1-5_CCAM	[-]	284.	284.	284.	0.0534	0.966	0.115	0.877	0.821	0.993	0.997	0.902
ACCESS-ESM1-5_CMIP6	[-]	287.	287.	284.	2.89	3.17	0.307	0.491	0.797	0.980	0.899	0.793
CESM2_BARPA	[-]	284.	284.	284.	-0.406	0.938	0.152	0.868	0.830	0.990	0.994	0.903
CESM2_CCAM	[-]	283.	283.	284.	-1.05	1.18	0.130	0.759	0.909	0.992	0.991	0.912
CMCC-ESM2_BARPA	[-]	284.	284.	284.	0.0988	0.767	0.0506	0.910	0.848	0.997	0.994	0.919
CMCC-ESM2_CCAM	[-]	284.	284.	284.	-0.165	0.877	0.0505	0.860	0.866	0.997	0.973	0.912
CMCC-ESM2_CMIP6	[-]	287.	287.	284.	3.06	3.13	0.227	0.463	0.856	0.985	0.802	0.792
CNRM-ESM2-1_CCAM	[-]	283.	284.	284.	-0.827	1.18	0.0506	0.792	0.858	0.997	0.999	0.901
CNRM-ESM2-1_CMIP6	[-]	286.	286.	284.	1.90	2.30	0.0995	0.626	0.763	0.994	0.933	0.816
EC-Earth3_BARPA	[-]	286.	286.	284.	1.86	1.95	0.123	0.611	0.872	0.992	1.00	0.869
EC-Earth3_CCAM	[-]	286.	286.	284.	1.98	2.07	0.0435	0.596	0.860	0.997	0.995	0.862
EC-Earth3_CMIP6	[-]	287.	287.	284.	2.44	2.62	0.147	0.532	0.796	0.991	0.996	0.822
ERA5_BARPA	[-]	285.	285.	284.	0.403	0.861	0.0506	0.879	0.850	0.997	0.998	0.915
ERA5_CCAM	[-]	284.	284.	284.	-0.116	0.698	0.273	0.864	0.919	0.982	0.995	0.936
MPI-ESM1-2-HR_BARPA	[-]	284.	284.	284.	-0.290	0.859	0.294	0.887	0.838	0.981	1.00	0.908
MPI-ESM1-2-HR_CMIP6	[-]	286.	286.	284.	2.09	2.27	0.337	0.589	0.819	0.978	0.913	0.824
NorESM2-MM_BARPA	[-]	284.	284.	284.	0.0271	0.841	0.0216	0.898	0.838	0.999	0.999	0.914
NorESM2-MM_CCAM	[-]	282.	282.	284.	-1.94	2.02	0.491	0.604	0.882	0.968	0.990	0.865
NorESM2-MM_CMIP6	[-]	287.	287.	284.	2.51	2.75	0.531	0.523	0.763	0.966	0.875	0.778

	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	[-]	294.
ACCESS-CM2_BARPA	[-]	294.	294.	294.	0.270	1.18	1.08	0.809	0.658	0.908	0.993	0.805
ACCESS-CM2_CCAM	[-]	293.	294.	294.	-0.398	0.983	1.04	0.752	0.770	0.915	1.00	0.842
ACCESS-CM2_CMIP6	[-]	297.	297.	294.	3.36	3.51	0.801	0.283	0.680	0.925	0.958	0.705
ACCESS-ESM1-5_BARPA	[-]	295.	295.	294.	0.982	1.47	1.08	0.664	0.655	0.908	0.996	0.776
ACCESS-ESM1-5_CCAM	[-]	295.	295.	294.	0.993	1.31	1.06	0.672	0.727	0.909	0.997	0.807
ACCESS-ESM1-5_CMIP6	[-]	298.	298.	295.	3.14	3.28	0.763	0.203	0.629	0.949	0.971	0.676
CESM2_BARPA	[-]	294.	294.	294.	0.105	1.02	1.08	0.784	0.718	0.908	0.991	0.824
CESM2_CCAM	[-]	294.	294.	294.	0.0676	0.908	0.407	0.793	0.763	0.966	0.998	0.856
CMCC-ESM2_BARPA	[-]	294.	294.	294.	-0.0618	0.936	0.726	0.792	0.744	0.938	0.993	0.842
CMCC-ESM2_CCAM	[-]	293.	294.	294.	-0.353	0.868	1.12	0.749	0.827	0.897	0.996	0.859
CMCC-ESM2_CMIP6	[-]	297.	297.	294.	2.81	2.87	0.898	0.293	0.774	0.928	0.983	0.750
CNRM-ESM2-1_CCAM	[-]	291.	291.	294.	-2.95	3.01	0.240	0.310	0.793	0.982	1.00	0.775
CNRM-ESM2-1_CMIP6	[-]	295.	295.	295.	0.150	1.06	0.852	0.697	0.741	0.924	0.399	0.700
EC-Earth3_BARPA	[-]	293.	293.	294.	-0.875	1.67	0.532	0.675	0.581	0.965	0.996	0.760
EC-Earth3_CCAM	[-]	293.	293.	294.	-0.871	1.24	0.388	0.662	0.782	0.972	0.992	0.838
EC-Earth3_CMIP6	[-]	294.	294.	294.	-0.398	0.694	0.421	0.847	0.822	0.972	0.988	0.890
ERA5_BARPA	[-]	294.	294.	294.	-0.0781	0.721	1.02	0.796	0.837	0.917	0.997	0.877
ERA5_CCAM	[-]	293.	293.	294.	-0.479	0.926	0.751	0.728	0.821	0.938	0.997	0.861
MPI-ESM1-2-HR_BARPA	[-]	293.	293.	294.	-0.698	1.48	1.06	0.699	0.626	0.912	0.985	0.769
MPI-ESM1-2-HR_CMIP6	[-]	296.	296.	294.	1.85	2.04	0.482	0.476	0.711	0.968	0.921	0.757
NorESM2-MM_BARPA	[-]	294.	294.	294.	0.382	0.846	0.638	0.800	0.794	0.944	0.988	0.864
NorESM2-MM_CCAM	[-]	293.	293.	294.	-1.13	1.33	0.576	0.633	0.790	0.950	1.00	0.833
NorESM2-MM_CMIP6	[-]	297.	297.	294.	2.57	2.68	0.338	0.324	0.740	0.978	0.975	0.751