Mean State

Mean State
All Models
Data Information

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	1.34
ACCESS-CM2_BARPA	[-]	1.61	1.61	1.34	0.275	0.695	0.962	0.804	0.730	0.911	0.977	0.830
ACCESS-CM2_CCAM	[-]	1.54	1.54	1.34	0.202	0.666	0.981	0.803	0.743	0.910	0.891	0.818
ACCESS-CM2_CMIP6	[-]	1.51	1.51	1.37	0.139	0.782	0.894	0.779	0.688	0.910	0.778	0.768
ACCESS-ESM1-5_BARPA	[-]	1.53	1.53	1.34	0.191	0.587	0.845	0.833	0.751	0.922	0.981	0.848
ACCESS-ESM1-5_CCAM	[-]	1.65	1.65	1.34	0.307	0.729	1.05	0.799	0.713	0.899	0.977	0.820
ACCESS-ESM1-5_CMIP6	[-]	1.63	1.63	1.35	0.285	0.833	1.19	0.787	0.652	0.878	0.972	0.788
CESM2_BARPA	[-]	1.30	1.30	1.34	-0.0422	0.585	1.07	0.857	0.740	0.905	0.955	0.840
CESM2_CCAM	[-]	1.07	1.07	1.34	-0.274	0.721	1.66	0.836	0.700	0.832	0.982	0.810
CESM2_CMIP6	[-]	1.61	1.61	1.33	0.277	0.736	0.896	0.788	0.705	0.908	0.970	0.815
CMCC-ESM2_BARPA	[-]	1.20	1.20	1.34	-0.139	0.683	1.56	0.858	0.705	0.853	0.921	0.808
CMCC-ESM2_CCAM	[-]	1.85	1.85	1.34	0.509	0.835	1.32	0.736	0.721	0.872	0.936	0.797
CMCC-ESM2_CMIP6	[-]	2.08	2.08	1.33	0.743	1.24	0.928	0.657	0.620	0.905	0.953	0.751
CNRM-ESM2-1_CCAM	[-]	1.49	1.49	1.34	0.154	0.579	0.968	0.842	0.757	0.901	0.912	0.834
CNRM-ESM2-1_CMIP6	[-]	1.05	1.05	1.34	-0.296	0.705	1.16	0.813	0.707	0.883	0.897	0.801
EC-Earth3_BARPA	[-]	1.15	1.15	1.34	-0.189	0.486	0.993	0.858	0.787	0.906	0.985	0.865
EC-Earth3_CCAM	[-]	1.46	1.46	1.34	0.119	0.569	0.895	0.886	0.737	0.902	0.981	0.848
EC-Earth3_CMIP6	[-]	1.25	1.25	1.34	-0.0851	0.661	0.993	0.843	0.715	0.895	0.981	0.830
ERA5_BARPA	[-]	1.54	1.54	1.35	0.193	0.579	1.27	0.850	0.757	0.879	0.979	0.845
ERA5_CCAM	[-]	1.60	1.60	1.35	0.256	0.505	0.860	0.831	0.801	0.910	0.987	0.866
MPI-ESM1-2-HR_BARPA	[-]	1.11	1.11	1.34	-0.228	0.560	0.878	0.841	0.765	0.920	0.970	0.852
MPI-ESM1-2-HR_CMIP6	[-]	0.641	0.641	1.35	-0.711	0.941	1.01	0.641	0.721	0.904	0.730	0.743
NorESM2-MM_BARPA	[-]	1.68	1.68	1.34	0.336	0.770	1.63	0.798	0.696	0.846	0.979	0.803
NorESM2-MM_CCAM	[-]	1.93	1.93	1.34	0.588	0.844	1.01	0.714	0.747	0.910	0.958	0.815
NorESM2-MM_CMIP6	[-]	2.10	2.10	1.33	0.764	1.03	1.12	0.654	0.709	0.886	0.965	0.785

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	1.64
ACCESS-CM2_BARPA	[-]	2.06	2.06	1.64	0.415	0.622	0.810	0.748	0.737	0.932	0.966	0.834
ACCESS-CM2_CCAM	[-]	2.16	2.16	1.64	0.522	0.741	0.509	0.697	0.696	0.955	0.945	0.809
ACCESS-CM2_CMIP6	[-]	2.22	2.22	1.62	0.601	0.796	0.774	0.640	0.679	0.949	0.950	0.791
ACCESS-ESM1-5_BARPA	[-]	2.06	2.06	1.64	0.415	0.672	0.710	0.749	0.706	0.943	0.995	0.833
ACCESS-ESM1-5_CCAM	[-]	2.51	2.51	1.64	0.871	1.15	0.492	0.551	0.596	0.953	0.911	0.736
ACCESS-ESM1-5_CMIP6	[-]	2.37	2.37	1.66	0.705	1.11	0.785	0.620	0.550	0.948	0.835	0.717
CESM2_BARPA	[-]	1.86	1.86	1.64	0.220	0.508	0.461	0.843	0.741	0.953	0.990	0.866
CESM2_CCAM	[-]	1.35	1.35	1.64	-0.291	0.511	1.20	0.815	0.756	0.882	0.993	0.850
CESM2_CMIP6	[-]	2.47	2.47	1.65	0.827	1.12	0.488	0.550	0.588	0.950	0.994	0.750
CMCC-ESM2_BARPA	[-]	1.68	1.68	1.64	0.0401	0.497	0.761	0.908	0.722	0.929	0.997	0.870
CMCC-ESM2_CCAM	[-]	2.41	2.41	1.64	0.772	1.05	0.633	0.589	0.607	0.944	0.944	0.753
CMCC-ESM2_CMIP6	[-]	2.25	2.25	1.65	0.606	0.896	0.847	0.651	0.625	0.935	0.951	0.772
CNRM-ESM2-1_CCAM	[-]	1.88	1.88	1.64	0.234	0.533	0.803	0.841	0.725	0.936	0.982	0.855
CNRM-ESM2-1_CMIP6	[-]	1.58	1.58	1.64	-0.0592	0.559	1.35	0.823	0.719	0.855	0.660	0.759
EC-Earth3_BARPA	[-]	1.24	1.24	1.64	-0.403	0.496	0.846	0.752	0.826	0.926	0.894	0.847
EC-Earth3_CCAM	[-]	1.66	1.66	1.64	0.0204	0.608	0.624	0.929	0.659	0.941	0.985	0.854
EC-Earth3_CMIP6	[-]	1.13	1.13	1.64	-0.510	0.597	1.01	0.692	0.810	0.903	0.973	0.841
ERA5_BARPA	[-]	1.85	1.85	1.65	0.207	0.493	0.713	0.849	0.749	0.931	0.997	0.867
ERA5_CCAM	[-]	2.20	2.20	1.65	0.552	0.707	0.866	0.683	0.737	0.914	0.986	0.820
MPI-ESM1-2-HR_BARPA	[-]	1.12	1.12	1.64	-0.523	0.622	1.39	0.692	0.796	0.843	0.846	0.794
MPI-ESM1-2-HR_CMIP6	[-]	0.762	0.762	1.66	-0.902	0.964	1.43	0.521	0.785	0.852	0.820	0.749
NorESM2-MM_BARPA	[-]	2.13	2.13	1.64	0.490	0.825	1.48	0.712	0.638	0.821	0.947	0.764
NorESM2-MM_CCAM	[-]	2.34	2.34	1.64	0.698	0.821	0.934	0.622	0.748	0.912	0.997	0.812
NorESM2-MM_CMIP6	[-]	2.72	2.72	1.65	1.07	1.21	1.32	0.470	0.672	0.867	0.924	0.726

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.28
ACCESS-CM2_BARPA	[-]	2.54	2.54	2.28	0.259	0.811	0.618	0.827	0.740	0.945	0.988	0.863
ACCESS-CM2_CCAM	[-]	2.26	2.26	2.28	-0.0242	0.714	0.757	0.837	0.770	0.925	0.885	0.833
ACCESS-CM2_CMIP6	[-]	2.07	2.07	2.49	-0.423	0.977	1.14	0.764	0.713	0.887	0.536	0.692
ACCESS-ESM1-5_BARPA	[-]	2.66	2.66	2.28	0.373	0.907	0.639	0.810	0.717	0.941	0.990	0.851
ACCESS-ESM1-5_CCAM	[-]	2.94	2.94	2.28	0.662	1.01	0.797	0.738	0.741	0.910	0.961	0.828
ACCESS-ESM1-5_CMIP6	[-]	2.42	2.42	2.15	0.274	0.921	0.767	0.825	0.646	0.936	0.730	0.751
CESM2_BARPA	[-]	2.51	2.51	2.28	0.228	0.920	0.761	0.852	0.691	0.935	0.976	0.847
CESM2_CCAM	[-]	2.14	2.14	2.28	-0.137	0.690	1.13	0.887	0.765	0.893	0.984	0.875
CESM2_CMIP6	[-]	2.78	2.78	2.24	0.541	0.841	0.954	0.766	0.734	0.898	0.998	0.836
CMCC-ESM2_BARPA	[-]	2.17	2.17	2.28	-0.112	0.835	1.06	0.857	0.718	0.878	0.954	0.840
CMCC-ESM2_CCAM	[-]	2.56	2.56	2.28	0.277	0.741	0.668	0.820	0.765	0.932	0.985	0.854
CMCC-ESM2_CMIP6	[-]	2.59	2.59	2.24	0.358	0.757	1.00	0.831	0.732	0.909	0.993	0.850
CNRM-ESM2-1_CCAM	[-]	2.31	2.31	2.28	0.0304	0.676	0.804	0.861	0.769	0.922	0.885	0.845
CNRM-ESM2-1_CMIP6	[-]	2.29	2.29	2.29	-0.00156	0.672	1.01	0.885	0.755	0.907	0.992	0.860
EC-Earth3_BARPA	[-]	2.06	2.06	2.28	-0.224	0.809	0.799	0.834	0.747	0.934	0.940	0.851
EC-Earth3_CCAM	[-]	2.23	2.23	2.28	-0.0518	0.635	0.685	0.895	0.775	0.917	0.985	0.873
EC-Earth3_CMIP6	[-]	1.71	1.71	2.27	-0.555	0.744	0.895	0.765	0.809	0.924	0.915	0.856
ERA5_BARPA	[-]	2.46	2.46	2.29	0.167	0.698	0.890	0.855	0.767	0.892	0.989	0.865
ERA5_CCAM	[-]	2.65	2.65	2.29	0.360	0.654	0.665	0.823	0.814	0.933	0.947	0.869
MPI-ESM1-2-HR_BARPA	[-]	1.56	1.56	2.28	-0.722	0.960	0.853	0.721	0.771	0.919	0.955	0.832
MPI-ESM1-2-HR_CMIP6	[-]	0.843	0.843	2.31	-1.47	1.62	0.639	0.499	0.735	0.956	0.815	0.715
NorESM2-MM_BARPA	[-]	2.69	2.69	2.28	0.409	0.939	0.724	0.811	0.704	0.936	0.989	0.845
NorESM2-MM_CCAM	[-]	2.50	2.50	2.28	0.214	0.800	0.746	0.796	0.773	0.937	0.538	0.773
NorESM2-MM_CMIP6	[-]	2.94	2.94	2.24	0.708	1.00	1.43	0.722	0.731	0.826	0.765	0.773

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.31
ACCESS-CM2_BARPA	[-]	2.42	2.42	2.31	0.106	1.15	0.633	0.899	0.738	0.957	0.990	0.876
ACCESS-CM2_CCAM	[-]	2.19	2.19	2.31	-0.118	0.952	0.569	0.904	0.779	0.960	0.935	0.856
ACCESS-CM2_CMIP6	[-]	2.16	2.16	2.40	-0.244	1.32	0.595	0.901	0.693	0.949	0.760	0.781
ACCESS-ESM1-5_BARPA	[-]	2.42	2.42	2.31	0.112	0.823	0.417	0.906	0.809	0.969	0.971	0.907
ACCESS-ESM1-5_CCAM	[-]	2.72	2.72	2.31	0.410	1.13	0.587	0.883	0.748	0.960	0.970	0.879
ACCESS-ESM1-5_CMIP6	[-]	2.54	2.54	2.33	0.218	1.11	0.512	0.909	0.733	0.966	0.995	0.877
CESM2_BARPA	[-]	1.83	1.83	2.31	-0.484	1.02	0.541	0.866	0.775	0.964	0.920	0.867
CESM2_CCAM	[-]	1.83	1.83	2.31	-0.475	1.32	0.631	0.863	0.705	0.955	0.967	0.859
CESM2_CMIP6	[-]	2.55	2.55	2.31	0.239	1.05	0.507	0.903	0.750	0.968	0.964	0.879
CMCC-ESM2_BARPA	[-]	1.68	1.68	2.31	-0.633	1.28	0.514	0.830	0.727	0.964	0.929	0.844
CMCC-ESM2_CCAM	[-]	2.54	2.54	2.31	0.231	0.866	0.577	0.903	0.805	0.961	0.991	0.905
CMCC-ESM2_CMIP6	[-]	3.43	3.43	2.31	1.12	1.84	0.570	0.729	0.669	0.962	0.987	0.819
CNRM-ESM2-1_CCAM	[-]	2.29	2.29	2.31	-0.0216	0.775	0.524	0.927	0.812	0.962	0.945	0.892
CNRM-ESM2-1_CMIP6	[-]	1.36	1.36	2.34	-0.977	1.63	0.546	0.743	0.689	0.964	0.945	0.828
EC-Earth3_BARPA	[-]	2.12	2.12	2.31	-0.195	0.775	0.516	0.911	0.820	0.963	0.962	0.908
EC-Earth3_CCAM	[-]	2.69	2.69	2.31	0.378	0.998	0.432	0.882	0.773	0.968	0.883	0.881
EC-Earth3_CMIP6	[-]	2.52	2.52	2.31	0.205	1.18	0.587	0.901	0.722	0.958	0.952	0.879
ERA5_BARPA	[-]	2.41	2.41	2.33	0.0841	0.931	0.702	0.925	0.777	0.950	0.987	0.898
ERA5_CCAM	[-]	2.66	2.66	2.33	0.336	0.704	0.436	0.902	0.842	0.967	0.991	0.918
MPI-ESM1-2-HR_BARPA	[-]	1.86	1.86	2.31	-0.456	1.00	0.566	0.866	0.783	0.965	0.990	0.888
MPI-ESM1-2-HR_CMIP6	[-]	1.06	1.06	2.32	-1.27	1.82	0.555	0.683	0.685	0.964	0.900	0.789
NorESM2-MM_BARPA	[-]	2.45	2.45	2.31	0.140	1.04	0.447	0.915	0.753	0.969	0.993	0.897
NorESM2-MM_CCAM	[-]	2.88	2.88	2.31	0.571	0.971	0.472	0.849	0.809	0.969	0.990	0.889
NorESM2-MM_CMIP6	[-]	3.27	3.27	2.31	0.961	1.37	0.547	0.764	0.759	0.964	0.983	0.852

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	1.31
ACCESS-CM2_BARPA	[-]	1.65	1.65	1.32	0.328	0.495	2.11	0.719	0.718	0.738	0.920	0.768
ACCESS-CM2_CCAM	[-]	1.69	1.69	1.32	0.370	0.565	2.22	0.688	0.688	0.697	0.985	0.756
ACCESS-CM2_CMIP6	[-]	1.76	1.76	1.34	0.424	0.720	2.03	0.615	0.622	0.691	0.939	0.706
ACCESS-ESM1-5_BARPA	[-]	1.48	1.48	1.32	0.156	0.451	1.83	0.820	0.684	0.753	0.960	0.791
ACCESS-ESM1-5_CCAM	[-]	1.53	1.53	1.32	0.219	0.578	2.55	0.769	0.617	0.603	0.988	0.730
ACCESS-ESM1-5_CMIP6	[-]	1.60	1.60	1.37	0.226	0.858	3.40	0.631	0.491	0.365	0.702	0.541
CESM2_BARPA	[-]	1.52	1.52	1.32	0.195	0.427	1.88	0.806	0.708	0.739	0.936	0.787
CESM2_CCAM	[-]	1.04	1.04	1.32	-0.276	0.450	1.90	0.745	0.726	0.751	0.964	0.789
CESM2_CMIP6	[-]	1.77	1.77	1.35	0.419	0.755	3.15	0.647	0.572	0.407	0.918	0.629
CMCC-ESM2_BARPA	[-]	1.40	1.40	1.32	0.0844	0.388	2.22	0.865	0.711	0.705	0.977	0.803
CMCC-ESM2_CCAM	[-]	1.95	1.95	1.32	0.639	0.813	2.44	0.551	0.635	0.599	0.968	0.683
CMCC-ESM2_CMIP6	[-]	1.70	1.70	1.35	0.353	0.669	2.58	0.654	0.633	0.510	0.858	0.660
CNRM-ESM2-1_CCAM	[-]	1.32	1.32	1.32	0.00731	0.390	2.25	0.867	0.705	0.645	0.957	0.784
CNRM-ESM2-1_CMIP6	[-]	1.27	1.27	1.32	-0.0520	0.360	2.57	0.866	0.716	0.654	0.995	0.798
EC-Earth3_BARPA	[-]	1.10	1.10	1.32	-0.215	0.422	2.05	0.788	0.721	0.703	0.961	0.785
EC-Earth3_CCAM	[-]	1.31	1.31	1.32	-0.00339	0.567	2.76	0.871	0.586	0.526	0.953	0.717
EC-Earth3_CMIP6	[-]	0.981	0.981	1.34	-0.363	0.570	2.86	0.684	0.661	0.551	0.743	0.660
ERA5_BARPA	[-]	1.61	1.61	1.32	0.286	0.447	2.09	0.739	0.752	0.708	0.967	0.787
ERA5_CCAM	[-]	1.67	1.67	1.32	0.350	0.515	2.36	0.699	0.728	0.603	0.991	0.752
MPI-ESM1-2-HR_BARPA	[-]	1.25	1.25	1.32	-0.0724	0.378	1.97	0.852	0.723	0.759	0.977	0.816
MPI-ESM1-2-HR_CMIP6	[-]	0.796	0.796	1.30	-0.505	0.582	2.85	0.589	0.750	0.617	0.856	0.708
NorESM2-MM_BARPA	[-]	1.69	1.69	1.32	0.372	0.549	2.36	0.695	0.686	0.682	0.910	0.737
NorESM2-MM_CCAM	[-]	1.85	1.85	1.32	0.530	0.668	1.90	0.602	0.706	0.735	0.989	0.752
NorESM2-MM_CMIP6	[-]	1.93	1.93	1.35	0.587	0.745	2.46	0.571	0.714	0.565	0.839	0.677

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.825
ACCESS-CM2_BARPA	[-]	1.19	1.19	0.825	0.369	0.530	0.886	0.744	0.750	0.914	0.991	0.830
ACCESS-CM2_CCAM	[-]	1.20	1.20	0.825	0.374	0.539	1.02	0.745	0.745	0.898	0.962	0.828
ACCESS-CM2_CMIP6	[-]	1.18	1.18	0.830	0.350	0.561	0.793	0.744	0.708	0.927	0.992	0.826
ACCESS-ESM1-5_BARPA	[-]	1.08	1.08	0.825	0.258	0.452	0.779	0.805	0.754	0.932	0.945	0.853
ACCESS-ESM1-5_CCAM	[-]	1.13	1.13	0.825	0.309	0.560	1.10	0.766	0.712	0.887	0.768	0.802
ACCESS-ESM1-5_CMIP6	[-]	1.19	1.19	0.821	0.365	0.642	1.05	0.734	0.652	0.897	0.938	0.794
CESM2_BARPA	[-]	0.894	0.894	0.825	0.0684	0.410	1.23	0.885	0.740	0.869	0.937	0.840
CESM2_CCAM	[-]	0.591	0.591	0.825	-0.234	0.570	2.17	0.825	0.666	0.686	0.865	0.749
CESM2_CMIP6	[-]	1.15	1.15	0.827	0.324	0.597	0.828	0.751	0.691	0.928	0.862	0.801
CMCC-ESM2_BARPA	[-]	0.839	0.839	0.825	0.0142	0.505	1.92	0.902	0.678	0.763	0.842	0.778
CMCC-ESM2_CCAM	[-]	1.47	1.47	0.825	0.646	0.830	1.43	0.602	0.667	0.839	0.974	0.753
CMCC-ESM2_CMIP6	[-]	1.69	1.69	0.827	0.868	1.27	0.813	0.508	0.494	0.927	0.554	0.628
CNRM-ESM2-1_CCAM	[-]	1.13	1.13	0.825	0.308	0.483	0.860	0.786	0.749	0.915	0.960	0.840
CNRM-ESM2-1_CMIP6	[-]	0.677	0.677	0.833	-0.156	0.449	1.20	0.865	0.720	0.857	0.616	0.774
EC-Earth3_BARPA	[-]	0.664	0.664	0.825	-0.162	0.331	1.00	0.867	0.804	0.901	0.951	0.871
EC-Earth3_CCAM	[-]	0.922	0.922	0.825	0.0966	0.400	0.802	0.899	0.743	0.916	0.950	0.869
EC-Earth3_CMIP6	[-]	0.795	0.795	0.825	-0.0294	0.480	0.806	0.889	0.697	0.920	0.950	0.849
ERA5_BARPA	[-]	1.08	1.08	0.831	0.254	0.456	1.41	0.813	0.751	0.845	0.985	0.830
ERA5_CCAM	[-]	1.09	1.09	0.830	0.256	0.407	0.806	0.813	0.788	0.912	0.912	0.860
MPI-ESM1-2-HR_BARPA	[-]	0.715	0.715	0.825	-0.110	0.360	0.820	0.889	0.775	0.924	0.864	0.841
MPI-ESM1-2-HR_CMIP6	[-]	0.397	0.397	0.826	-0.429	0.558	0.989	0.692	0.756	0.890	0.765	0.764
NorESM2-MM_BARPA	[-]	1.24	1.24	0.825	0.414	0.689	2.04	0.721	0.652	0.737	0.989	0.760
NorESM2-MM_CCAM	[-]	1.54	1.54	0.825	0.712	0.849	1.05	0.572	0.698	0.892	0.969	0.769
NorESM2-MM_CMIP6	[-]	1.67	1.67	0.827	0.841	1.01	1.15	0.518	0.646	0.872	0.763	0.714

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.74
ACCESS-CM2_BARPA	[-]	2.99	2.99	2.74	0.241	0.785	1.28	0.776	0.700	0.858	0.929	0.802
ACCESS-CM2_CCAM	[-]	2.56	2.56	2.74	-0.178	0.713	1.33	0.791	0.718	0.846	0.959	0.806
ACCESS-CM2_CMIP6	[-]	2.23	2.23	2.71	-0.474	0.781	1.14	0.718	0.709	0.861	0.586	0.734
ACCESS-ESM1-5_BARPA	[-]	2.75	2.75	2.74	0.00966	0.848	1.21	0.758	0.671	0.855	0.894	0.788
ACCESS-ESM1-5_CCAM	[-]	2.50	2.50	2.74	-0.235	0.764	1.46	0.804	0.682	0.827	0.992	0.800
ACCESS-ESM1-5_CMIP6	[-]	1.88	1.88	2.61	-0.727	1.07	1.15	0.628	0.657	0.876	0.226	0.700
CESM2_BARPA	[-]	2.90	2.90	2.74	0.159	0.771	0.946	0.796	0.688	0.887	0.953	0.813
CESM2_CCAM	[-]	2.36	2.36	2.74	-0.382	0.872	1.34	0.741	0.686	0.842	0.971	0.791
CESM2_CMIP6	[-]	2.35	2.35	2.58	-0.230	0.648	0.709	0.771	0.738	0.927	0.701	0.734
CMCC-ESM2_BARPA	[-]	2.74	2.74	2.74	-0.00912	0.706	1.24	0.804	0.731	0.859	0.990	0.832
CMCC-ESM2_CCAM	[-]	2.91	2.91	2.74	0.177	0.838	1.65	0.735	0.707	0.799	0.875	0.777
CMCC-ESM2_CMIP6	[-]	2.29	2.29	2.58	-0.297	0.788	0.962	0.678	0.760	0.889	0.639	0.663
CNRM-ESM2-1_CCAM	[-]	2.35	2.35	2.74	-0.382	0.784	1.95	0.765	0.693	0.743	0.968	0.769
CNRM-ESM2-1_CMIP6	[-]	2.77	2.77	2.93	-0.155	0.727	1.95	0.728	0.720	0.761	0.953	0.741
EC-Earth3_BARPA	[-]	2.54	2.54	2.74	-0.205	0.807	1.41	0.758	0.695	0.823	0.981	0.801
EC-Earth3_CCAM	[-]	2.58	2.58	2.74	-0.159	0.736	1.53	0.789	0.714	0.800	0.955	0.798
EC-Earth3_CMIP6	[-]	2.07	2.07	2.66	-0.589	0.884	1.58	0.648	0.694	0.790	0.900	0.735
ERA5_BARPA	[-]	2.86	2.86	2.75	0.117	0.670	1.36	0.798	0.746	0.836	0.990	0.830
ERA5_CCAM	[-]	2.57	2.57	2.74	-0.166	0.696	1.12	0.737	0.775	0.854	0.778	0.804
MPI-ESM1-2-HR_BARPA	[-]	2.78	2.78	2.74	0.0390	0.784	1.52	0.755	0.712	0.835	0.864	0.793
MPI-ESM1-2-HR_CMIP6	[-]	1.77	1.77	2.88	-1.11	1.21	1.53	0.493	0.768	0.834	0.747	0.699
NorESM2-MM_BARPA	[-]	3.06	3.06	2.74	0.319	0.786	1.05	0.768	0.706	0.890	0.984	0.815
NorESM2-MM_CCAM	[-]	2.54	2.54	2.74	-0.194	0.698	1.14	0.765	0.741	0.875	0.958	0.816
NorESM2-MM_CMIP6	[-]	2.43	2.43	2.58	-0.152	0.593	0.706	0.779	0.770	0.912	0.510	0.721

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	1.17
ACCESS-CM2_BARPA	[-]	1.19	1.19	1.16	0.0271	0.527	1.97	0.807	0.631	0.728	0.772	0.744
ACCESS-CM2_CCAM	[-]	1.11	1.11	1.17	-0.0562	0.406	1.11	0.859	0.698	0.870	0.818	0.810
ACCESS-CM2_CMIP6	[-]	1.03	1.03	1.11	-0.0863	0.553	1.62	0.810	0.568	0.779	0.573	0.715
ACCESS-ESM1-5_BARPA	[-]	0.958	0.958	1.16	-0.205	0.516	2.03	0.795	0.648	0.732	0.579	0.714
ACCESS-ESM1-5_CCAM	[-]	0.885	0.885	1.17	-0.280	0.484	1.02	0.758	0.692	0.880	0.711	0.762
ACCESS-ESM1-5_CMIP6	[-]	0.895	0.895	1.16	-0.262	0.733	3.89	0.753	0.502	0.420	0.470	0.534
CESM2_BARPA	[-]	1.03	1.03	1.16	-0.132	0.415	1.15	0.838	0.701	0.840	0.877	0.810
CESM2_CCAM	[-]	1.08	1.08	1.17	-0.0846	0.462	0.661	0.839	0.674	0.922	0.961	0.839
CESM2_CMIP6	[-]	0.923	0.923	1.17	-0.245	0.499	0.971	0.732	0.677	0.875	0.698	0.720
CMCC-ESM2_BARPA	[-]	0.992	0.992	1.16	-0.170	0.466	1.81	0.819	0.670	0.748	0.748	0.748
CMCC-ESM2_CCAM	[-]	1.44	1.44	1.17	0.278	0.578	2.47	0.725	0.647	0.661	0.826	0.702
CMCC-ESM2_CMIP6	[-]	1.12	1.12	1.17	-0.0528	0.456	1.83	0.807	0.680	0.743	0.370	0.677
CNRM-ESM2-1_CCAM	[-]	1.21	1.21	1.17	0.0424	0.479	2.12	0.825	0.656	0.727	0.776	0.750
CNRM-ESM2-1_CMIP6	[-]	1.12	1.12	1.13	-0.0158	0.411	0.974	0.834	0.681	0.910	0.989	0.827
EC-Earth3_BARPA	[-]	0.970	0.970	1.16	-0.192	0.464	1.39	0.790	0.685	0.825	0.934	0.790
EC-Earth3_CCAM	[-]	1.18	1.18	1.17	0.0183	0.454	1.48	0.869	0.659	0.812	0.994	0.800
EC-Earth3_CMIP6	[-]	0.906	0.906	1.16	-0.256	0.561	2.23	0.767	0.615	0.697	0.891	0.722
ERA5_BARPA	[-]	1.20	1.20	1.16	0.0428	0.419	1.63	0.812	0.707	0.773	0.767	0.765
ERA5_CCAM	[-]	1.11	1.11	1.16	-0.0577	0.348	1.36	0.855	0.749	0.837	0.824	0.812
MPI-ESM1-2-HR_BARPA	[-]	0.975	0.975	1.16	-0.188	0.430	0.887	0.815	0.697	0.898	0.828	0.814
MPI-ESM1-2-HR_CMIP6	[-]	0.499	0.499	1.14	-0.638	0.739	0.793	0.513	0.697	0.913	0.310	0.621
NorESM2-MM_BARPA	[-]	1.29	1.29	1.16	0.129	0.534	1.75	0.770	0.643	0.775	0.843	0.750
NorESM2-MM_CCAM	[-]	1.22	1.22	1.17	0.0534	0.535	1.66	0.766	0.657	0.802	0.598	0.705
NorESM2-MM_CMIP6	[-]	1.16	1.16	1.17	-0.00867	0.465	1.27	0.778	0.693	0.856	0.580	0.700

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	4.10
ACCESS-CM2_BARPA	[-]	3.45	3.45	4.11	-0.654	2.38	0.294	0.812	0.685	0.979	0.751	0.793
ACCESS-CM2_CCAM	[-]	2.69	2.69	4.11	-1.42	2.61	0.305	0.766	0.672	0.979	0.634	0.753
ACCESS-CM2_CMIP6	[-]	2.30	2.30	4.03	-1.73	2.95	0.395	0.703	0.631	0.971	0.513	0.696
ACCESS-ESM1-5_BARPA	[-]	3.69	3.69	4.11	-0.420	1.84	0.297	0.841	0.751	0.979	0.786	0.829
ACCESS-ESM1-5_CCAM	[-]	4.21	4.21	4.11	0.0971	1.78	0.207	0.900	0.737	0.984	0.952	0.876
ACCESS-ESM1-5_CMIP6	[-]	3.79	3.79	4.17	-0.378	2.10	0.00	0.931	0.682	1.00	0.807	0.836
CESM2_BARPA	[-]	2.84	2.84	4.11	-1.27	2.08	0.225	0.785	0.744	0.984	0.979	0.858
CESM2_CCAM	[-]	3.59	3.59	4.11	-0.520	1.68	0.502	0.877	0.761	0.959	0.889	0.859
CESM2_CMIP6	[-]	3.28	3.28	3.94	-0.659	1.76	0.332	0.865	0.745	0.974	0.746	0.823
CMCC-ESM2_BARPA	[-]	2.69	2.69	4.11	-1.42	2.20	0.247	0.767	0.736	0.983	0.982	0.853
CMCC-ESM2_CCAM	[-]	3.69	3.69	4.11	-0.424	1.28	0.164	0.894	0.819	0.988	0.801	0.869
CMCC-ESM2_CMIP6	[-]	3.27	3.27	3.94	-0.671	1.28	0.110	0.864	0.825	0.992	0.411	0.779
CNRM-ESM2-1_CCAM	[-]	2.80	2.80	4.11	-1.32	2.22	0.246	0.781	0.726	0.981	0.834	0.819
CNRM-ESM2-1_CMIP6	[-]	2.01	2.01	3.93	-1.92	3.04	0.00	0.696	0.644	1.00	0.798	0.769
EC-Earth3_BARPA	[-]	3.82	3.82	4.11	-0.284	1.56	0.762	0.871	0.785	0.942	0.961	0.878
EC-Earth3_CCAM	[-]	4.13	4.13	4.11	0.0188	1.52	0.627	0.902	0.779	0.954	0.936	0.880
EC-Earth3_CMIP6	[-]	3.50	3.50	3.95	-0.450	1.69	0.267	0.869	0.760	0.980	0.875	0.859
ERA5_BARPA	[-]	3.81	3.81	4.12	-0.318	1.73	0.250	0.875	0.752	0.972	0.953	0.873
ERA5_CCAM	[-]	3.97	3.97	4.13	-0.157	1.03	0.288	0.907	0.850	0.980	0.883	0.899
MPI-ESM1-2-HR_BARPA	[-]	3.18	3.18	4.11	-0.925	2.12	0.191	0.792	0.737	0.985	0.812	0.821
MPI-ESM1-2-HR_CMIP6	[-]	1.47	1.47	4.01	-2.54	3.69	0.196	0.615	0.608	0.987	0.797	0.736
NorESM2-MM_BARPA	[-]	3.98	3.98	4.11	-0.128	1.54	0.228	0.879	0.779	0.981	0.973	0.889
NorESM2-MM_CCAM	[-]	4.63	4.63	4.11	0.520	1.34	0.291	0.862	0.832	0.977	0.872	0.880
NorESM2-MM_CMIP6	[-]	4.12	4.12	3.94	0.179	1.36	0.216	0.879	0.806	0.986	0.740	0.847

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.03
ACCESS-CM2_BARPA	[-]	2.44	2.42	2.03	3.98	0.387	1.61	0.978	0.738	0.663	0.895	0.709	0.734
ACCESS-CM2_CCAM	[-]	1.95	1.94	2.03	3.00	-0.0860	1.51	1.12	0.690	0.674	0.872	0.500	0.682
ACCESS-CM2_CMIP6	[-]	2.30	2.12	2.01	3.39	0.109	1.57	0.984	0.728	0.642	0.883	0.716	0.722
ACCESS-ESM1-5_BARPA	[-]	2.14	2.12	2.03	3.45	0.0919	1.39	0.948	0.734	0.692	0.899	0.723	0.748
ACCESS-ESM1-5_CCAM	[-]	2.16	2.15	2.03	3.38	0.121	1.56	1.15	0.712	0.659	0.867	0.668	0.713
ACCESS-ESM1-5_CMIP6	[-]	2.44	2.23	1.96	3.68	0.265	1.48	1.12	0.734	0.631	0.886	0.823	0.741
CESM2_BARPA	[-]	1.99	1.97	2.03	3.24	-0.0573	1.34	0.975	0.748	0.701	0.907	0.696	0.750
CESM2_CCAM	[-]	2.11	2.09	2.03	3.94	0.0605	1.49	1.26	0.732	0.701	0.892	0.709	0.747
CESM2_CMIP6	[-]	2.12	2.02	2.01	3.00	0.0134	1.27	0.828	0.723	0.698	0.924	0.702	0.749
CMCC-ESM2_BARPA	[-]	1.92	1.90	2.03	3.22	-0.127	1.51	1.33	0.726	0.669	0.864	0.674	0.721
CMCC-ESM2_CCAM	[-]	2.45	2.44	2.03	3.43	0.410	1.51	1.15	0.708	0.693	0.893	0.647	0.727
CMCC-ESM2_CMIP6	[-]	2.51	2.42	2.01	3.32	0.408	1.58	0.897	0.678	0.673	0.906	0.702	0.727
CNRM-ESM2-1_CCAM	[-]	1.88	1.87	2.03	2.68	-0.160	1.41	1.07	0.684	0.687	0.870	0.431	0.672
CNRM-ESM2-1_CMIP6	[-]	1.90	1.72	1.99	3.09	-0.272	1.24	0.997	0.723	0.694	0.892	0.740	0.749
EC-Earth3_BARPA	[-]	2.15	2.13	2.03	3.43	0.102	1.42	0.979	0.758	0.702	0.896	0.746	0.761
EC-Earth3_CCAM	[-]	2.22	2.21	2.03	3.18	0.179	1.45	1.01	0.735	0.688	0.887	0.720	0.744
EC-Earth3_CMIP6	[-]	2.05	1.97	2.00	3.21	-0.0356	1.42	1.06	0.713	0.676	0.880	0.753	0.740
ERA5_BARPA	[-]	2.24	2.22	2.03	3.46	0.181	1.28	1.12	0.764	0.711	0.893	0.725	0.761
ERA5_CCAM	[-]	2.07	2.06	2.03	3.01	0.0241	1.24	0.961	0.719	0.725	0.886	0.656	0.742
MPI-ESM1-2-HR_BARPA	[-]	1.90	1.88	2.03	3.04	-0.148	1.45	0.887	0.723	0.678	0.909	0.725	0.743
MPI-ESM1-2-HR_CMIP6	[-]	1.63	1.49	2.02	3.11	-0.536	1.70	0.913	0.622	0.662	0.901	0.700	0.709
NorESM2-MM_BARPA	[-]	2.61	2.59	2.03	4.26	0.559	1.56	1.35	0.760	0.673	0.870	0.720	0.739
NorESM2-MM_CCAM	[-]	2.20	2.19	2.03	3.00	0.160	1.47	1.05	0.675	0.695	0.914	0.515	0.699
NorESM2-MM_CMIP6	[-]	2.62	2.52	2.01	3.53	0.507	1.43	1.06	0.700	0.698	0.878	0.729	0.741

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.67
ACCESS-CM2_BARPA	[-]	4.63	4.59	2.69	5.73	1.90	3.97	0.731	0.808	0.563	0.956	0.717	0.721
ACCESS-CM2_CCAM	[-]	3.25	3.23	2.68	4.03	0.552	2.93	0.949	0.812	0.630	0.930	0.435	0.688
ACCESS-CM2_CMIP6	[-]	4.12	3.92	2.67	4.77	1.25	3.79	1.15	0.815	0.531	0.897	0.643	0.683
ACCESS-ESM1-5_BARPA	[-]	3.56	3.53	2.69	4.19	0.848	2.78	0.899	0.811	0.656	0.956	0.849	0.786
ACCESS-ESM1-5_CCAM	[-]	3.83	3.82	2.68	4.50	1.14	3.07	1.31	0.870	0.609	0.876	0.752	0.743
ACCESS-ESM1-5_CMIP6	[-]	4.90	4.71	2.82	5.39	1.89	3.73	0.966	0.776	0.542	0.935	0.807	0.720
CESM2_BARPA	[-]	3.36	3.33	2.69	4.00	0.647	2.77	0.547	0.808	0.680	0.968	0.723	0.772
CESM2_CCAM	[-]	4.53	4.50	2.68	5.60	1.82	3.15	0.608	0.831	0.698	0.961	0.787	0.795
CESM2_CMIP6	[-]	3.47	3.36	2.73	3.93	0.624	2.25	0.508	0.842	0.711	0.974	0.767	0.801
CMCC-ESM2_BARPA	[-]	3.16	3.14	2.69	3.73	0.453	3.10	0.762	0.744	0.666	0.955	0.809	0.768
CMCC-ESM2_CCAM	[-]	4.12	4.11	2.68	4.52	1.43	2.62	0.603	0.840	0.768	0.964	0.590	0.786
CMCC-ESM2_CMIP6	[-]	4.22	4.10	2.73	4.72	1.37	2.48	0.754	0.831	0.772	0.956	0.513	0.769
CNRM-ESM2-1_CCAM	[-]	2.86	2.85	2.68	3.25	0.173	2.47	0.763	0.781	0.703	0.936	0.294	0.683
CNRM-ESM2-1_CMIP6	[-]	3.39	3.19	2.81	3.93	0.371	2.59	0.595	0.790	0.699	0.956	0.763	0.781
EC-Earth3_BARPA	[-]	4.23	4.24	2.69	4.11	1.55	3.17	0.570	0.828	0.667	0.965	0.871	0.799
EC-Earth3_CCAM	[-]	4.37	4.38	2.68	4.22	1.70	3.05	0.853	0.816	0.676	0.923	0.492	0.716
EC-Earth3_CMIP6	[-]	4.30	4.25	2.71	4.58	1.54	2.96	0.959	0.822	0.651	0.935	0.642	0.740
ERA5_BARPA	[-]	3.80	3.79	2.70	4.29	1.08	2.45	0.852	0.853	0.719	0.949	0.840	0.816
ERA5_CCAM	[-]	3.70	3.69	2.69	4.08	0.993	2.15	0.793	0.856	0.773	0.951	0.651	0.801
MPI-ESM1-2-HR_BARPA	[-]	3.64	3.63	2.69	3.89	0.944	3.06	0.535	0.822	0.610	0.969	0.811	0.764
MPI-ESM1-2-HR_CMIP6	[-]	3.74	3.55	2.69	4.57	0.866	3.42	0.566	0.790	0.596	0.962	0.826	0.754
NorESM2-MM_BARPA	[-]	4.80	4.76	2.69	5.96	2.07	3.38	0.752	0.826	0.657	0.957	0.829	0.785
NorESM2-MM_CCAM	[-]	3.55	3.53	2.68	4.25	0.855	2.27	0.864	0.852	0.729	0.951	0.531	0.758
NorESM2-MM_CMIP6	[-]	4.46	4.32	2.73	5.05	1.59	2.44	0.633	0.832	0.748	0.966	0.737	0.806

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	1.64
ACCESS-CM2_BARPA	[-]	2.06	2.06	1.64	0.415	0.622	0.810	0.748	0.737	0.932	0.966	0.824
ACCESS-CM2_CCAM	[-]	2.16	2.16	1.64	0.522	0.741	0.509	0.697	0.696	0.955	0.945	0.798
ACCESS-CM2_CMIP6	[-]	2.22	2.22	1.62	0.601	0.796	0.774	0.640	0.679	0.949	0.950	0.779
ACCESS-ESM1-5_BARPA	[-]	2.06	2.06	1.64	0.415	0.672	0.710	0.749	0.706	0.943	0.995	0.820
ACCESS-ESM1-5_CCAM	[-]	2.51	2.51	1.64	0.871	1.15	0.492	0.551	0.596	0.953	0.911	0.722
ACCESS-ESM1-5_CMIP6	[-]	2.37	2.37	1.66	0.705	1.11	0.785	0.620	0.550	0.948	0.835	0.701
CESM2_BARPA	[-]	1.86	1.86	1.64	0.220	0.508	0.461	0.843	0.741	0.953	0.990	0.854
CESM2_CCAM	[-]	1.35	1.35	1.64	-0.291	0.511	1.20	0.815	0.756	0.882	0.993	0.841
CESM2_CMIP6	[-]	2.47	2.47	1.65	0.827	1.12	0.488	0.550	0.588	0.950	0.994	0.734
CMCC-ESM2_BARPA	[-]	1.68	1.68	1.64	0.0401	0.497	0.761	0.908	0.722	0.929	0.997	0.855
CMCC-ESM2_CCAM	[-]	2.41	2.41	1.64	0.772	1.05	0.633	0.589	0.607	0.944	0.944	0.738
CMCC-ESM2_CMIP6	[-]	2.25	2.25	1.65	0.606	0.896	0.847	0.651	0.625	0.935	0.951	0.757
CNRM-ESM2-1_CCAM	[-]	1.88	1.88	1.64	0.234	0.533	0.803	0.841	0.725	0.936	0.982	0.842
CNRM-ESM2-1_CMIP6	[-]	1.58	1.58	1.64	-0.0592	0.559	1.35	0.823	0.719	0.855	0.660	0.755
EC-Earth3_BARPA	[-]	1.24	1.24	1.64	-0.403	0.496	0.846	0.752	0.826	0.926	0.894	0.845
EC-Earth3_CCAM	[-]	1.66	1.66	1.64	0.0204	0.608	0.624	0.929	0.659	0.941	0.985	0.835
EC-Earth3_CMIP6	[-]	1.13	1.13	1.64	-0.510	0.597	1.01	0.692	0.810	0.903	0.973	0.838
ERA5_BARPA	[-]	1.85	1.85	1.65	0.207	0.493	0.713	0.849	0.749	0.931	0.997	0.855
ERA5_CCAM	[-]	2.20	2.20	1.65	0.552	0.707	0.866	0.683	0.737	0.914	0.986	0.812
MPI-ESM1-2-HR_BARPA	[-]	1.12	1.12	1.64	-0.523	0.622	1.39	0.692	0.796	0.843	0.846	0.794
MPI-ESM1-2-HR_CMIP6	[-]	0.762	0.762	1.66	-0.902	0.964	1.43	0.521	0.785	0.852	0.820	0.753
NorESM2-MM_BARPA	[-]	2.13	2.13	1.64	0.490	0.825	1.48	0.712	0.638	0.821	0.947	0.751
NorESM2-MM_CCAM	[-]	2.34	2.34	1.64	0.698	0.821	0.934	0.622	0.748	0.912	0.997	0.806
NorESM2-MM_CMIP6	[-]	2.72	2.72	1.65	1.07	1.21	1.32	0.470	0.672	0.867	0.924	0.721

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.03
ACCESS-CM2_BARPA	[-]	2.33	2.33	2.03	0.302	0.700	0.587	0.829	0.778	0.941	0.986	0.862
ACCESS-CM2_CCAM	[-]	2.02	2.02	2.03	-0.00371	0.632	0.649	0.848	0.793	0.937	0.817	0.837
ACCESS-CM2_CMIP6	[-]	1.93	1.93	2.30	-0.363	0.947	1.10	0.765	0.720	0.888	0.410	0.701
ACCESS-ESM1-5_BARPA	[-]	2.48	2.48	2.03	0.450	0.840	0.589	0.799	0.740	0.941	0.986	0.841
ACCESS-ESM1-5_CCAM	[-]	2.74	2.74	2.03	0.711	0.998	0.537	0.712	0.757	0.952	0.924	0.820
ACCESS-ESM1-5_CMIP6	[-]	2.29	2.29	1.95	0.344	0.864	0.668	0.811	0.682	0.956	0.744	0.775
CESM2_BARPA	[-]	2.23	2.23	2.03	0.202	0.777	0.746	0.864	0.730	0.942	0.986	0.850
CESM2_CCAM	[-]	1.99	1.99	2.03	-0.0420	0.676	1.21	0.924	0.743	0.874	0.997	0.856
CESM2_CMIP6	[-]	2.49	2.49	1.98	0.512	0.788	0.826	0.774	0.747	0.910	0.997	0.835
CMCC-ESM2_BARPA	[-]	1.81	1.81	2.03	-0.219	0.683	0.803	0.864	0.768	0.921	0.988	0.862
CMCC-ESM2_CCAM	[-]	2.14	2.14	2.03	0.112	0.544	0.504	0.871	0.816	0.953	0.935	0.878
CMCC-ESM2_CMIP6	[-]	2.32	2.32	1.98	0.343	0.733	1.06	0.831	0.739	0.890	0.991	0.838
CNRM-ESM2-1_CCAM	[-]	2.12	2.12	2.03	0.0884	0.593	0.644	0.875	0.791	0.944	0.773	0.835
CNRM-ESM2-1_CMIP6	[-]	2.01	2.01	2.04	-0.0279	0.599	1.01	0.911	0.773	0.912	0.994	0.872
EC-Earth3_BARPA	[-]	1.75	1.75	2.03	-0.279	0.704	0.936	0.854	0.770	0.918	0.981	0.858
EC-Earth3_CCAM	[-]	1.93	1.93	2.03	-0.100	0.564	0.493	0.911	0.793	0.950	0.922	0.874
EC-Earth3_CMIP6	[-]	1.54	1.54	1.99	-0.451	0.665	1.03	0.801	0.802	0.898	0.962	0.853
ERA5_BARPA	[-]	2.24	2.24	2.04	0.205	0.618	0.764	0.864	0.788	0.911	0.985	0.867
ERA5_CCAM	[-]	2.41	2.41	2.04	0.375	0.635	0.695	0.820	0.816	0.933	0.887	0.854
MPI-ESM1-2-HR_BARPA	[-]	1.32	1.32	2.03	-0.708	0.932	1.04	0.720	0.765	0.893	0.889	0.807
MPI-ESM1-2-HR_CMIP6	[-]	0.602	0.602	2.05	-1.45	1.62	0.749	0.494	0.709	0.947	0.330	0.638
NorESM2-MM_BARPA	[-]	2.44	2.44	2.03	0.415	0.858	0.682	0.811	0.723	0.950	0.994	0.840
NorESM2-MM_CCAM	[-]	2.42	2.42	2.03	0.396	0.799	0.822	0.789	0.767	0.930	0.483	0.747
NorESM2-MM_CMIP6	[-]	2.84	2.84	1.98	0.861	1.08	1.18	0.659	0.732	0.874	0.779	0.755

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.81
ACCESS-CM2_BARPA	[-]	2.99	2.99	2.82	0.169	1.05	0.685	0.824	0.682	0.951	0.988	0.825
ACCESS-CM2_CCAM	[-]	2.75	2.75	2.82	-0.0675	0.887	0.984	0.820	0.735	0.906	0.782	0.796
ACCESS-CM2_CMIP6	[-]	2.44	2.44	3.02	-0.581	1.06	1.25	0.761	0.697	0.885	0.257	0.659
ACCESS-ESM1-5_BARPA	[-]	3.03	3.03	2.82	0.210	1.05	0.746	0.826	0.683	0.941	0.966	0.820
ACCESS-ESM1-5_CCAM	[-]	3.38	3.38	2.82	0.560	1.04	1.35	0.776	0.718	0.846	0.989	0.809
ACCESS-ESM1-5_CMIP6	[-]	2.74	2.74	2.63	0.106	1.06	1.01	0.848	0.584	0.901	0.447	0.673
CESM2_BARPA	[-]	3.11	3.11	2.82	0.282	1.22	0.793	0.834	0.631	0.924	0.955	0.795
CESM2_CCAM	[-]	2.48	2.48	2.82	-0.339	0.719	0.955	0.830	0.797	0.922	0.993	0.868
CESM2_CMIP6	[-]	3.35	3.35	2.75	0.600	0.948	1.21	0.754	0.716	0.881	0.954	0.804
CMCC-ESM2_BARPA	[-]	2.94	2.94	2.82	0.112	1.15	1.60	0.845	0.643	0.812	0.958	0.780
CMCC-ESM2_CCAM	[-]	3.44	3.44	2.82	0.625	1.16	1.01	0.743	0.688	0.900	0.929	0.790
CMCC-ESM2_CMIP6	[-]	3.14	3.14	2.75	0.389	0.805	0.876	0.830	0.722	0.935	0.921	0.826
CNRM-ESM2-1_CCAM	[-]	2.73	2.73	2.82	-0.0924	0.854	1.14	0.841	0.736	0.888	0.935	0.827
CNRM-ESM2-1_CMIP6	[-]	2.94	2.94	2.88	0.0605	0.843	0.986	0.842	0.726	0.898	0.824	0.803
EC-Earth3_BARPA	[-]	2.72	2.72	2.82	-0.107	1.03	0.509	0.803	0.713	0.958	0.872	0.812
EC-Earth3_CCAM	[-]	2.87	2.87	2.82	0.0512	0.785	1.09	0.870	0.747	0.866	0.946	0.835
EC-Earth3_CMIP6	[-]	2.07	2.07	2.85	-0.778	0.912	0.615	0.712	0.819	0.964	0.944	0.852
ERA5_BARPA	[-]	2.92	2.92	2.83	0.0869	0.866	1.16	0.843	0.736	0.864	0.989	0.834
ERA5_CCAM	[-]	3.15	3.15	2.83	0.328	0.694	0.601	0.828	0.812	0.932	0.939	0.865
MPI-ESM1-2-HR_BARPA	[-]	2.07	2.07	2.82	-0.750	1.02	0.455	0.722	0.778	0.958	0.959	0.839
MPI-ESM1-2-HR_CMIP6	[-]	1.33	1.33	2.85	-1.51	1.62	0.415	0.506	0.774	0.970	0.818	0.768
NorESM2-MM_BARPA	[-]	3.22	3.22	2.82	0.398	1.11	0.812	0.811	0.676	0.915	0.966	0.809
NorESM2-MM_CCAM	[-]	2.65	2.65	2.82	-0.171	0.803	0.583	0.808	0.783	0.949	0.726	0.810
NorESM2-MM_CMIP6	[-]	3.15	3.15	2.75	0.401	0.842	1.92	0.815	0.730	0.755	0.931	0.792

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	1.95
ACCESS-CM2_BARPA	[-]	1.87	1.87	1.96	-0.0854	1.03	0.709	0.912	0.727	0.954	0.900	0.844
ACCESS-CM2_CCAM	[-]	1.71	1.71	1.95	-0.246	0.866	0.596	0.899	0.772	0.962	0.632	0.807
ACCESS-CM2_CMIP6	[-]	1.82	1.82	2.12	-0.298	1.24	0.569	0.867	0.689	0.969	0.267	0.697
ACCESS-ESM1-5_BARPA	[-]	2.11	2.11	1.96	0.151	0.639	0.244	0.904	0.836	0.983	0.970	0.906
ACCESS-ESM1-5_CCAM	[-]	2.58	2.58	1.95	0.631	1.14	0.663	0.806	0.739	0.959	0.981	0.845
ACCESS-ESM1-5_CMIP6	[-]	2.38	2.38	2.06	0.323	1.03	0.541	0.880	0.737	0.969	0.872	0.839
CESM2_BARPA	[-]	1.51	1.51	1.96	-0.446	0.846	0.626	0.860	0.793	0.963	0.827	0.847
CESM2_CCAM	[-]	1.52	1.52	1.95	-0.431	1.07	0.673	0.865	0.728	0.960	0.990	0.854
CESM2_CMIP6	[-]	2.38	2.38	1.96	0.419	1.07	0.656	0.862	0.726	0.962	0.894	0.834
CMCC-ESM2_BARPA	[-]	1.32	1.32	1.96	-0.639	1.09	0.409	0.807	0.745	0.970	0.838	0.821
CMCC-ESM2_CCAM	[-]	1.99	1.99	1.95	0.0355	0.679	0.657	0.938	0.811	0.961	0.960	0.896
CMCC-ESM2_CMIP6	[-]	2.81	2.81	1.96	0.854	1.58	0.656	0.751	0.650	0.962	0.961	0.795
CNRM-ESM2-1_CCAM	[-]	1.89	1.89	1.95	-0.0634	0.666	0.401	0.925	0.817	0.974	0.803	0.867
CNRM-ESM2-1_CMIP6	[-]	1.38	1.38	2.04	-0.660	1.34	0.653	0.787	0.699	0.963	0.965	0.822
EC-Earth3_BARPA	[-]	1.63	1.63	1.96	-0.327	0.720	0.477	0.885	0.820	0.967	0.986	0.896
EC-Earth3_CCAM	[-]	2.02	2.02	1.95	0.0678	0.631	0.424	0.937	0.822	0.971	0.990	0.908
EC-Earth3_CMIP6	[-]	1.85	1.85	1.95	-0.0966	0.928	0.594	0.932	0.742	0.965	0.995	0.875
ERA5_BARPA	[-]	2.05	2.05	1.97	0.0815	0.851	0.768	0.923	0.770	0.948	0.982	0.879
ERA5_CCAM	[-]	2.26	2.26	1.97	0.297	0.620	0.349	0.897	0.845	0.978	0.981	0.909
MPI-ESM1-2-HR_BARPA	[-]	1.34	1.34	1.96	-0.614	1.03	0.587	0.810	0.767	0.965	0.972	0.856
MPI-ESM1-2-HR_CMIP6	[-]	0.702	0.702	2.01	-1.31	1.85	0.593	0.641	0.654	0.967	0.907	0.764
NorESM2-MM_BARPA	[-]	2.08	2.08	1.96	0.123	0.753	0.457	0.922	0.795	0.972	0.993	0.895
NorESM2-MM_CCAM	[-]	2.79	2.79	1.95	0.831	1.18	0.563	0.757	0.761	0.966	0.955	0.840
NorESM2-MM_CMIP6	[-]	3.23	3.23	1.96	1.27	1.71	0.755	0.661	0.686	0.956	0.971	0.792

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.55
ACCESS-CM2_BARPA	[-]	2.78	2.78	2.55	0.233	1.23	0.582	0.892	0.744	0.958	0.983	0.864
ACCESS-CM2_CCAM	[-]	2.52	2.52	2.55	-0.0317	1.01	0.551	0.907	0.783	0.959	0.857	0.858
ACCESS-CM2_CMIP6	[-]	2.37	2.37	2.58	-0.209	1.37	0.612	0.918	0.696	0.938	0.817	0.813
ACCESS-ESM1-5_BARPA	[-]	2.63	2.63	2.55	0.0857	0.946	0.532	0.907	0.796	0.962	0.969	0.886
ACCESS-ESM1-5_CCAM	[-]	2.81	2.81	2.55	0.262	1.12	0.536	0.922	0.753	0.961	0.991	0.876
ACCESS-ESM1-5_CMIP6	[-]	2.65	2.65	2.50	0.149	1.15	0.493	0.925	0.730	0.964	0.988	0.867
CESM2_BARPA	[-]	2.04	2.04	2.55	-0.510	1.13	0.485	0.870	0.766	0.965	0.924	0.858
CESM2_CCAM	[-]	2.04	2.04	2.55	-0.505	1.49	0.603	0.861	0.694	0.953	0.922	0.825
CESM2_CMIP6	[-]	2.66	2.66	2.55	0.115	1.04	0.405	0.924	0.763	0.972	0.994	0.883
CMCC-ESM2_BARPA	[-]	1.92	1.92	2.55	-0.628	1.40	0.584	0.842	0.718	0.961	0.914	0.831
CMCC-ESM2_CCAM	[-]	2.91	2.91	2.55	0.361	0.991	0.524	0.886	0.802	0.961	0.986	0.887
CMCC-ESM2_CMIP6	[-]	3.85	3.85	2.55	1.30	2.01	0.511	0.718	0.679	0.961	0.947	0.797
CNRM-ESM2-1_CCAM	[-]	2.55	2.55	2.55	0.00635	0.848	0.607	0.928	0.810	0.957	0.926	0.886
CNRM-ESM2-1_CMIP6	[-]	1.34	1.34	2.52	-1.18	1.80	0.478	0.720	0.683	0.965	0.950	0.800
EC-Earth3_BARPA	[-]	2.44	2.44	2.55	-0.108	0.813	0.542	0.924	0.820	0.961	0.964	0.898
EC-Earth3_CCAM	[-]	3.13	3.13	2.55	0.586	1.24	0.437	0.853	0.748	0.967	0.888	0.841
EC-Earth3_CMIP6	[-]	2.94	2.94	2.55	0.395	1.33	0.583	0.886	0.713	0.955	0.981	0.850
ERA5_BARPA	[-]	2.65	2.65	2.57	0.0858	0.984	0.659	0.926	0.781	0.951	0.984	0.884
ERA5_CCAM	[-]	2.93	2.93	2.57	0.361	0.759	0.495	0.905	0.840	0.962	0.980	0.905
MPI-ESM1-2-HR_BARPA	[-]	2.20	2.20	2.55	-0.351	0.986	0.552	0.894	0.791	0.966	0.992	0.887
MPI-ESM1-2-HR_CMIP6	[-]	1.29	1.29	2.53	-1.24	1.80	0.530	0.706	0.701	0.963	0.802	0.775
NorESM2-MM_BARPA	[-]	2.70	2.70	2.55	0.152	1.24	0.440	0.911	0.731	0.968	0.988	0.866
NorESM2-MM_CCAM	[-]	2.94	2.94	2.55	0.396	0.828	0.411	0.896	0.833	0.971	0.989	0.904
NorESM2-MM_CMIP6	[-]	3.29	3.29	2.55	0.750	1.14	0.405	0.818	0.798	0.968	0.994	0.875

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	1.31
ACCESS-CM2_BARPA	[-]	1.65	1.65	1.32	0.328	0.495	2.11	0.719	0.718	0.738	0.920	0.763
ACCESS-CM2_CCAM	[-]	1.69	1.69	1.32	0.370	0.565	2.22	0.688	0.688	0.697	0.985	0.749
ACCESS-CM2_CMIP6	[-]	1.76	1.76	1.34	0.424	0.720	2.03	0.615	0.622	0.691	0.939	0.698
ACCESS-ESM1-5_BARPA	[-]	1.48	1.48	1.32	0.156	0.451	1.83	0.820	0.684	0.753	0.960	0.780
ACCESS-ESM1-5_CCAM	[-]	1.53	1.53	1.32	0.219	0.578	2.55	0.769	0.617	0.603	0.988	0.719
ACCESS-ESM1-5_CMIP6	[-]	1.60	1.60	1.37	0.226	0.858	3.40	0.631	0.491	0.365	0.702	0.536
CESM2_BARPA	[-]	1.52	1.52	1.32	0.195	0.427	1.88	0.806	0.708	0.739	0.936	0.780
CESM2_CCAM	[-]	1.04	1.04	1.32	-0.276	0.450	1.90	0.745	0.726	0.751	0.964	0.783
CESM2_CMIP6	[-]	1.77	1.77	1.35	0.419	0.755	3.15	0.647	0.572	0.407	0.918	0.623
CMCC-ESM2_BARPA	[-]	1.40	1.40	1.32	0.0844	0.388	2.22	0.865	0.711	0.705	0.977	0.794
CMCC-ESM2_CCAM	[-]	1.95	1.95	1.32	0.639	0.813	2.44	0.551	0.635	0.599	0.968	0.678
CMCC-ESM2_CMIP6	[-]	1.70	1.70	1.35	0.353	0.669	2.58	0.654	0.633	0.510	0.858	0.658
CNRM-ESM2-1_CCAM	[-]	1.32	1.32	1.32	0.00731	0.390	2.25	0.867	0.705	0.645	0.957	0.776
CNRM-ESM2-1_CMIP6	[-]	1.27	1.27	1.32	-0.0520	0.360	2.57	0.866	0.716	0.654	0.995	0.790
EC-Earth3_BARPA	[-]	1.10	1.10	1.32	-0.215	0.422	2.05	0.788	0.721	0.703	0.961	0.779
EC-Earth3_CCAM	[-]	1.31	1.31	1.32	-0.00339	0.567	2.76	0.871	0.586	0.526	0.953	0.704
EC-Earth3_CMIP6	[-]	0.981	0.981	1.34	-0.363	0.570	2.86	0.684	0.661	0.551	0.743	0.660
ERA5_BARPA	[-]	1.61	1.61	1.32	0.286	0.447	2.09	0.739	0.752	0.708	0.967	0.784
ERA5_CCAM	[-]	1.67	1.67	1.32	0.350	0.515	2.36	0.699	0.728	0.603	0.991	0.750
MPI-ESM1-2-HR_BARPA	[-]	1.25	1.25	1.32	-0.0724	0.378	1.97	0.852	0.723	0.759	0.977	0.807
MPI-ESM1-2-HR_CMIP6	[-]	0.796	0.796	1.30	-0.505	0.582	2.85	0.589	0.750	0.617	0.856	0.712
NorESM2-MM_BARPA	[-]	1.69	1.69	1.32	0.372	0.549	2.36	0.695	0.686	0.682	0.910	0.732
NorESM2-MM_CCAM	[-]	1.85	1.85	1.32	0.530	0.668	1.90	0.602	0.706	0.735	0.989	0.748
NorESM2-MM_CMIP6	[-]	1.93	1.93	1.35	0.587	0.745	2.46	0.571	0.714	0.565	0.839	0.681

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.921
ACCESS-CM2_BARPA	[-]	1.32	1.32	0.922	0.396	0.574	0.636	0.763	0.765	0.947	0.994	0.847
ACCESS-CM2_CCAM	[-]	1.37	1.37	0.921	0.449	0.602	0.625	0.738	0.770	0.948	0.992	0.844
ACCESS-CM2_CMIP6	[-]	1.30	1.30	0.927	0.375	0.601	0.602	0.763	0.734	0.951	0.990	0.834
ACCESS-ESM1-5_BARPA	[-]	1.24	1.24	0.922	0.314	0.524	0.644	0.800	0.760	0.954	0.967	0.848
ACCESS-ESM1-5_CCAM	[-]	1.39	1.39	0.921	0.464	0.687	0.668	0.728	0.717	0.947	0.911	0.804
ACCESS-ESM1-5_CMIP6	[-]	1.36	1.36	0.918	0.440	0.731	0.653	0.731	0.673	0.953	0.985	0.803
CESM2_BARPA	[-]	0.988	0.988	0.922	0.0660	0.471	1.04	0.896	0.742	0.905	0.901	0.837
CESM2_CCAM	[-]	0.638	0.638	0.921	-0.283	0.652	1.43	0.824	0.674	0.810	0.889	0.774
CESM2_CMIP6	[-]	1.33	1.33	0.923	0.408	0.725	0.659	0.745	0.677	0.953	0.931	0.797
CMCC-ESM2_BARPA	[-]	0.894	0.894	0.922	-0.0282	0.561	1.54	0.918	0.690	0.837	0.872	0.802
CMCC-ESM2_CCAM	[-]	1.59	1.59	0.921	0.665	0.885	1.12	0.643	0.676	0.888	0.981	0.773
CMCC-ESM2_CMIP6	[-]	2.00	2.00	0.923	1.08	1.60	0.622	0.478	0.450	0.957	0.694	0.606
CNRM-ESM2-1_CCAM	[-]	1.26	1.26	0.921	0.342	0.544	0.690	0.795	0.754	0.941	0.977	0.844
CNRM-ESM2-1_CMIP6	[-]	0.714	0.714	0.930	-0.216	0.524	0.801	0.853	0.726	0.916	0.617	0.768
EC-Earth3_BARPA	[-]	0.732	0.732	0.922	-0.189	0.378	0.856	0.870	0.809	0.926	0.966	0.876
EC-Earth3_CCAM	[-]	1.07	1.07	0.921	0.149	0.459	0.641	0.898	0.751	0.942	0.973	0.863
EC-Earth3_CMIP6	[-]	0.936	0.936	0.920	0.0156	0.557	0.665	0.902	0.698	0.944	0.962	0.841
ERA5_BARPA	[-]	1.17	1.17	0.930	0.239	0.499	1.28	0.847	0.749	0.870	0.993	0.842
ERA5_CCAM	[-]	1.26	1.26	0.930	0.329	0.492	0.717	0.798	0.787	0.930	0.952	0.851
MPI-ESM1-2-HR_BARPA	[-]	0.761	0.761	0.922	-0.161	0.414	0.688	0.882	0.785	0.946	0.921	0.864
MPI-ESM1-2-HR_CMIP6	[-]	0.440	0.440	0.922	-0.482	0.642	0.664	0.705	0.755	0.945	0.814	0.795
NorESM2-MM_BARPA	[-]	1.34	1.34	0.922	0.417	0.764	1.99	0.757	0.652	0.753	0.991	0.761
NorESM2-MM_CCAM	[-]	1.70	1.70	0.921	0.776	0.931	0.693	0.595	0.711	0.943	0.985	0.789
NorESM2-MM_CMIP6	[-]	1.92	1.92	0.923	0.994	1.20	0.604	0.514	0.637	0.950	0.897	0.727

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.667
ACCESS-CM2_BARPA	[-]	0.991	0.991	0.666	0.325	0.458	1.30	0.701	0.714	0.839	0.916	0.777
ACCESS-CM2_CCAM	[-]	0.916	0.916	0.666	0.250	0.434	1.67	0.759	0.688	0.785	0.992	0.782
ACCESS-CM2_CMIP6	[-]	0.981	0.981	0.671	0.309	0.494	1.11	0.700	0.650	0.873	0.993	0.773
ACCESS-ESM1-5_BARPA	[-]	0.832	0.832	0.666	0.166	0.334	1.00	0.817	0.742	0.880	0.979	0.832
ACCESS-ESM1-5_CCAM	[-]	0.721	0.721	0.666	0.0544	0.351	1.80	0.854	0.703	0.750	0.966	0.795
ACCESS-ESM1-5_CMIP6	[-]	0.921	0.921	0.672	0.249	0.506	1.65	0.741	0.608	0.780	0.980	0.743
CESM2_BARPA	[-]	0.738	0.738	0.666	0.0723	0.309	1.55	0.861	0.736	0.787	0.927	0.809
CESM2_CCAM	[-]	0.514	0.514	0.666	-0.152	0.435	3.40	0.829	0.649	0.402	0.952	0.696
CESM2_CMIP6	[-]	0.865	0.865	0.674	0.191	0.392	1.10	0.762	0.721	0.872	0.825	0.780
CMCC-ESM2_BARPA	[-]	0.750	0.750	0.666	0.0842	0.413	2.55	0.865	0.650	0.594	0.828	0.717
CMCC-ESM2_CCAM	[-]	1.28	1.28	0.666	0.616	0.740	1.93	0.507	0.646	0.730	0.964	0.699
CMCC-ESM2_CMIP6	[-]	1.20	1.20	0.674	0.528	0.749	1.12	0.573	0.589	0.862	0.582	0.639
CNRM-ESM2-1_CCAM	[-]	0.919	0.919	0.666	0.252	0.382	1.14	0.765	0.738	0.853	0.935	0.806
CNRM-ESM2-1_CMIP6	[-]	0.612	0.612	0.663	-0.0506	0.317	1.89	0.894	0.705	0.710	0.861	0.775
EC-Earth3_BARPA	[-]	0.550	0.550	0.666	-0.116	0.253	1.24	0.860	0.791	0.842	0.927	0.842
EC-Earth3_CCAM	[-]	0.676	0.676	0.666	0.00992	0.304	1.07	0.902	0.727	0.856	0.991	0.841
EC-Earth3_CMIP6	[-]	0.565	0.565	0.668	-0.103	0.354	1.04	0.860	0.695	0.866	0.957	0.814
ERA5_BARPA	[-]	0.945	0.945	0.667	0.278	0.385	1.61	0.735	0.755	0.786	0.904	0.787
ERA5_CCAM	[-]	0.803	0.803	0.667	0.136	0.266	0.954	0.846	0.791	0.871	0.988	0.858
MPI-ESM1-2-HR_BARPA	[-]	0.640	0.640	0.666	-0.0261	0.271	1.04	0.907	0.752	0.874	0.645	0.786
MPI-ESM1-2-HR_CMIP6	[-]	0.326	0.326	0.669	-0.343	0.421	1.52	0.663	0.757	0.766	0.674	0.723
NorESM2-MM_BARPA	[-]	1.07	1.07	0.666	0.408	0.565	2.12	0.640	0.651	0.701	0.985	0.726
NorESM2-MM_CCAM	[-]	1.27	1.27	0.666	0.605	0.716	1.65	0.519	0.669	0.777	0.970	0.721
NorESM2-MM_CMIP6	[-]	1.27	1.27	0.674	0.597	0.716	2.02	0.529	0.665	0.701	0.943	0.701

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.21
ACCESS-CM2_BARPA	[-]	2.44	2.44	2.22	0.216	0.738	1.41	0.736	0.691	0.801	0.763	0.736
ACCESS-CM2_CCAM	[-]	2.25	2.25	2.21	0.0383	0.611	1.38	0.763	0.746	0.807	0.973	0.807
ACCESS-CM2_CMIP6	[-]	1.99	1.99	2.67	-0.681	0.755	0.00	0.579	0.770	1.00	0.718	0.767
ACCESS-ESM1-5_BARPA	[-]	2.21	2.21	2.22	-0.0151	0.790	1.17	0.695	0.680	0.838	0.767	0.732
ACCESS-ESM1-5_CCAM	[-]	2.04	2.04	2.21	-0.171	0.631	1.48	0.770	0.720	0.809	0.988	0.802
ACCESS-ESM1-5_CMIP6	[-]	1.59	1.59	2.26	-0.671	0.743	0.00	0.574	0.768	1.00	1.00	0.822
CESM2_BARPA	[-]	2.39	2.39	2.22	0.167	0.777	1.37	0.717	0.674	0.808	0.738	0.722
CESM2_CCAM	[-]	2.09	2.09	2.21	-0.122	0.673	1.33	0.744	0.725	0.840	0.942	0.795
CESM2_CMIP6	[-]	2.20	2.20	2.14	0.0538	0.386	0.00	0.823	0.777	1.00	0.00413	0.676
CMCC-ESM2_BARPA	[-]	2.31	2.31	2.22	0.0871	0.628	1.49	0.801	0.701	0.792	0.922	0.783
CMCC-ESM2_CCAM	[-]	2.74	2.74	2.21	0.529	0.795	2.24	0.678	0.722	0.704	0.988	0.763
CMCC-ESM2_CMIP6	[-]	2.08	2.08	2.14	-0.0678	0.328	1.55	0.844	0.808	0.827	0.101	0.677
CNRM-ESM2-1_CCAM	[-]	2.01	2.01	2.21	-0.195	0.598	2.42	0.767	0.745	0.657	0.970	0.777
CNRM-ESM2-1_CMIP6	[-]	2.31	2.31	2.10	0.203	0.533	1.03	0.717	0.753	0.931	0.922	0.815
EC-Earth3_BARPA	[-]	2.15	2.15	2.22	-0.0757	0.685	1.99	0.797	0.668	0.705	0.975	0.763
EC-Earth3_CCAM	[-]	2.30	2.30	2.21	0.0976	0.624	1.74	0.755	0.739	0.756	0.974	0.792
EC-Earth3_CMIP6	[-]	2.02	2.02	2.16	-0.139	0.806	1.68	0.674	0.632	0.780	0.722	0.688
ERA5_BARPA	[-]	2.48	2.48	2.22	0.260	0.622	2.05	0.774	0.733	0.726	0.908	0.775
ERA5_CCAM	[-]	2.22	2.22	2.21	0.0103	0.515	1.42	0.781	0.797	0.814	0.965	0.831
MPI-ESM1-2-HR_BARPA	[-]	2.20	2.20	2.22	-0.0170	0.741	1.57	0.742	0.674	0.803	0.837	0.746
MPI-ESM1-2-HR_CMIP6	[-]	1.54	1.54	2.17	-0.626	0.784	1.03	0.641	0.780	0.930	0.839	0.794
NorESM2-MM_BARPA	[-]	2.71	2.71	2.22	0.487	0.799	1.29	0.691	0.697	0.864	0.773	0.745
NorESM2-MM_CCAM	[-]	2.18	2.18	2.21	-0.0277	0.601	1.32	0.746	0.762	0.852	0.937	0.812
NorESM2-MM_CMIP6	[-]	2.26	2.26	2.14	0.120	0.430	1.02	0.872	0.735	0.933	0.290	0.713

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	4.90
ACCESS-CM2_BARPA	[-]	5.57	5.57	4.86	0.707	1.32	0.622	0.711	0.708	0.958	0.852	0.787
ACCESS-CM2_CCAM	[-]	4.28	4.28	4.89	-0.608	1.08	0.389	0.767	0.746	0.974	0.992	0.845
ACCESS-CM2_CMIP6	[-]	3.43	3.43	5.24	-1.81	1.93	0.00	0.468	0.760	1.00	1.00	0.798
ACCESS-ESM1-5_BARPA	[-]	5.56	5.56	4.86	0.706	1.59	0.778	0.702	0.623	0.938	0.799	0.737
ACCESS-ESM1-5_CCAM	[-]	4.50	4.50	4.89	-0.395	1.14	0.799	0.813	0.692	0.942	0.980	0.824
ACCESS-ESM1-5_CMIP6	[-]	2.15	2.15	4.01	-1.86	1.97	0.00	0.387	0.726	1.00	0.0811	0.584
CESM2_BARPA	[-]	5.35	5.35	4.86	0.497	1.36	0.522	0.749	0.651	0.960	0.901	0.782
CESM2_CCAM	[-]	4.87	4.87	4.89	-0.0242	1.36	0.314	0.821	0.623	0.981	0.949	0.799
CESM2_CMIP6	[-]	3.24	3.24	4.44	-1.20	1.32	0.00	0.578	0.772	1.00	0.514	0.727
CMCC-ESM2_BARPA	[-]	4.74	4.74	4.86	-0.119	0.949	0.543	0.783	0.777	0.961	0.969	0.854
CMCC-ESM2_CCAM	[-]	4.24	4.24	4.89	-0.649	1.05	0.689	0.737	0.772	0.952	0.927	0.832
CMCC-ESM2_CMIP6	[-]	2.54	2.54	4.44	-1.90	1.98	0.00	0.423	0.771	1.00	0.150	0.623
CNRM-ESM2-1_CCAM	[-]	4.12	4.12	4.89	-0.767	1.23	1.66	0.736	0.704	0.793	0.996	0.787
CNRM-ESM2-1_CMIP6	[-]	3.65	3.65	4.14	-0.486	0.710	1.36	0.789	0.781	0.860	0.458	0.734
EC-Earth3_BARPA	[-]	4.64	4.64	4.86	-0.222	1.19	0.894	0.755	0.707	0.928	0.932	0.806
EC-Earth3_CCAM	[-]	4.25	4.25	4.89	-0.644	0.958	0.667	0.761	0.788	0.949	0.986	0.854
EC-Earth3_CMIP6	[-]	3.52	3.52	4.74	-1.22	1.47	0.760	0.593	0.713	0.933	0.909	0.772
ERA5_BARPA	[-]	4.68	4.68	4.86	-0.180	0.872	0.884	0.787	0.801	0.928	0.992	0.862
ERA5_CCAM	[-]	3.67	3.67	4.89	-1.22	1.38	0.364	0.606	0.800	0.975	0.878	0.812
MPI-ESM1-2-HR_BARPA	[-]	5.75	5.75	4.86	0.891	1.55	0.755	0.677	0.678	0.950	0.758	0.748
MPI-ESM1-2-HR_CMIP6	[-]	2.99	2.99	5.01	-2.02	2.08	0.418	0.429	0.801	0.972	0.835	0.768
NorESM2-MM_BARPA	[-]	5.16	5.16	4.86	0.298	1.05	0.559	0.774	0.739	0.966	0.970	0.838
NorESM2-MM_CCAM	[-]	4.26	4.26	4.89	-0.629	1.10	0.319	0.744	0.757	0.980	0.991	0.846
NorESM2-MM_CMIP6	[-]	3.20	3.20	4.44	-1.24	1.35	0.00	0.579	0.795	1.00	0.0875	0.651

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.40
ACCESS-CM2_BARPA	[-]	2.53	2.53	2.39	0.145	0.769	1.95	0.831	0.678	0.739	0.981	0.781
ACCESS-CM2_CCAM	[-]	2.25	2.25	2.41	-0.160	0.739	2.20	0.799	0.693	0.698	0.899	0.756
ACCESS-CM2_CMIP6	[-]	2.22	2.22	2.53	-0.309	0.703	2.31	0.848	0.703	0.721	0.558	0.707
ACCESS-ESM1-5_BARPA	[-]	2.17	2.17	2.39	-0.225	0.779	2.04	0.819	0.672	0.712	0.994	0.774
ACCESS-ESM1-5_CCAM	[-]	2.20	2.20	2.41	-0.209	0.812	2.17	0.792	0.661	0.690	0.922	0.745
ACCESS-ESM1-5_CMIP6	[-]	1.97	1.97	2.45	-0.477	0.984	1.33	0.746	0.593	0.877	0.987	0.759
CESM2_BARPA	[-]	2.49	2.49	2.39	0.102	0.766	1.32	0.848	0.673	0.806	0.983	0.797
CESM2_CCAM	[-]	1.63	1.63	2.41	-0.779	0.963	2.26	0.624	0.728	0.662	0.838	0.716
CESM2_CMIP6	[-]	2.45	2.45	2.48	-0.0370	0.718	1.50	0.845	0.663	0.819	0.667	0.731
CMCC-ESM2_BARPA	[-]	2.51	2.51	2.39	0.121	0.841	1.78	0.829	0.666	0.738	0.952	0.770
CMCC-ESM2_CCAM	[-]	2.84	2.84	2.41	0.431	1.00	2.27	0.743	0.619	0.630	0.966	0.715
CMCC-ESM2_CMIP6	[-]	2.68	2.68	2.48	0.192	0.788	1.85	0.752	0.700	0.755	0.244	0.630
CNRM-ESM2-1_CCAM	[-]	2.05	2.05	2.41	-0.362	0.857	2.29	0.772	0.654	0.660	0.795	0.707
CNRM-ESM2-1_CMIP6	[-]	2.57	2.57	2.51	0.0654	0.883	3.39	0.676	0.607	0.466	0.471	0.566
EC-Earth3_BARPA	[-]	2.30	2.30	2.39	-0.0919	0.818	1.93	0.801	0.671	0.703	0.955	0.760
EC-Earth3_CCAM	[-]	2.40	2.40	2.41	-0.00616	0.845	2.43	0.799	0.647	0.606	0.978	0.735
EC-Earth3_CMIP6	[-]	1.80	1.80	2.34	-0.545	0.808	2.43	0.702	0.714	0.608	0.796	0.707
ERA5_BARPA	[-]	2.68	2.68	2.39	0.283	0.750	1.47	0.801	0.700	0.746	0.989	0.787
ERA5_CCAM	[-]	2.58	2.58	2.41	0.171	0.646	1.63	0.798	0.747	0.722	0.916	0.786
MPI-ESM1-2-HR_BARPA	[-]	2.07	2.07	2.39	-0.319	0.690	1.92	0.795	0.730	0.708	0.992	0.791
MPI-ESM1-2-HR_CMIP6	[-]	1.40	1.40	2.40	-0.994	1.09	2.53	0.519	0.757	0.586	0.544	0.633
NorESM2-MM_BARPA	[-]	2.82	2.82	2.39	0.429	0.890	1.29	0.754	0.666	0.802	0.922	0.762
NorESM2-MM_CCAM	[-]	2.13	2.13	2.41	-0.277	0.692	1.58	0.789	0.725	0.756	0.921	0.783
NorESM2-MM_CMIP6	[-]	2.44	2.44	2.48	-0.0408	0.440	1.35	0.892	0.778	0.788	0.860	0.819

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	1.96
ACCESS-CM2_BARPA	[-]	2.03	2.03	1.98	0.0480	0.453	0.842	0.830	0.725	0.895	0.976	0.830
ACCESS-CM2_CCAM	[-]	1.94	1.94	1.96	-0.0203	0.483	0.859	0.837	0.691	0.880	0.623	0.744
ACCESS-CM2_CMIP6	[-]	2.02	2.02	2.11	-0.0903	0.517	1.02	0.864	0.629	0.813	0.403	0.668
ACCESS-ESM1-5_BARPA	[-]	1.80	1.80	1.98	-0.175	0.447	0.514	0.797	0.743	0.937	0.991	0.842
ACCESS-ESM1-5_CCAM	[-]	1.77	1.77	1.96	-0.193	0.514	0.984	0.831	0.676	0.856	0.678	0.743
ACCESS-ESM1-5_CMIP6	[-]	1.64	1.64	1.70	-0.0646	0.524	2.51	0.934	0.577	0.524	0.891	0.701
CESM2_BARPA	[-]	1.97	1.97	1.98	-0.0106	0.364	0.567	0.847	0.779	0.929	0.994	0.866
CESM2_CCAM	[-]	1.70	1.70	1.96	-0.259	0.530	0.872	0.786	0.705	0.887	0.822	0.781
CESM2_CMIP6	[-]	1.80	1.80	1.83	-0.0255	0.281	0.414	0.892	0.798	0.972	0.410	0.774
CMCC-ESM2_BARPA	[-]	1.84	1.84	1.98	-0.143	0.410	0.923	0.804	0.768	0.902	0.994	0.847
CMCC-ESM2_CCAM	[-]	2.19	2.19	1.96	0.232	0.508	1.22	0.754	0.721	0.859	0.723	0.756
CMCC-ESM2_CMIP6	[-]	1.75	1.75	1.83	-0.0774	0.289	0.202	0.833	0.821	0.986	0.179	0.728
CNRM-ESM2-1_CCAM	[-]	1.72	1.72	1.96	-0.245	0.484	1.45	0.804	0.703	0.840	0.700	0.750
CNRM-ESM2-1_CMIP6	[-]	1.73	1.73	2.29	-0.560	0.672	1.03	0.609	0.719	0.930	1.00	0.796
EC-Earth3_BARPA	[-]	1.58	1.58	1.98	-0.398	0.592	0.836	0.678	0.723	0.890	0.987	0.800
EC-Earth3_CCAM	[-]	1.80	1.80	1.96	-0.157	0.505	0.863	0.842	0.679	0.877	0.649	0.745
EC-Earth3_CMIP6	[-]	1.46	1.46	1.91	-0.450	0.633	1.18	0.654	0.670	0.801	0.816	0.722
ERA5_BARPA	[-]	2.03	2.03	1.98	0.0470	0.457	1.18	0.827	0.729	0.875	0.992	0.830
ERA5_CCAM	[-]	1.99	1.99	1.96	0.0329	0.391	0.842	0.837	0.761	0.876	0.696	0.786
MPI-ESM1-2-HR_BARPA	[-]	1.89	1.89	1.98	-0.0863	0.391	1.53	0.838	0.767	0.844	0.986	0.840
MPI-ESM1-2-HR_CMIP6	[-]	1.21	1.21	1.89	-0.673	0.779	1.64	0.514	0.696	0.810	0.408	0.625
NorESM2-MM_BARPA	[-]	2.09	2.09	1.98	0.111	0.466	0.986	0.824	0.717	0.907	0.985	0.830
NorESM2-MM_CCAM	[-]	2.08	2.08	1.96	0.119	0.482	1.04	0.778	0.723	0.893	0.694	0.762
NorESM2-MM_CMIP6	[-]	2.05	2.05	1.83	0.224	0.416	0.208	0.823	0.738	0.987	0.237	0.705

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	1.01
ACCESS-CM2_BARPA	[-]	1.18	1.18	1.00	0.178	0.388	1.91	0.782	0.700	0.751	0.988	0.784
ACCESS-CM2_CCAM	[-]	1.07	1.07	1.02	0.0505	0.329	1.54	0.884	0.700	0.826	0.936	0.809
ACCESS-CM2_CMIP6	[-]	1.04	1.04	0.973	0.0654	0.422	1.02	0.869	0.587	0.910	0.997	0.790
ACCESS-ESM1-5_BARPA	[-]	1.00	1.00	1.00	-0.00245	0.390	2.34	0.867	0.649	0.700	0.980	0.769
ACCESS-ESM1-5_CCAM	[-]	0.941	0.941	1.02	-0.0751	0.405	1.76	0.881	0.631	0.763	0.853	0.752
ACCESS-ESM1-5_CMIP6	[-]	1.08	1.08	1.04	0.0425	0.601	4.04	0.894	0.464	0.293	0.633	0.549
CESM2_BARPA	[-]	1.02	1.02	1.00	0.0209	0.331	1.87	0.880	0.696	0.758	0.992	0.804
CESM2_CCAM	[-]	0.773	0.773	1.02	-0.244	0.322	0.773	0.750	0.788	0.927	0.979	0.846
CESM2_CMIP6	[-]	1.13	1.13	0.976	0.151	0.462	4.04	0.829	0.568	0.325	0.965	0.651
CMCC-ESM2_BARPA	[-]	1.01	1.01	1.00	0.00682	0.388	2.80	0.873	0.650	0.577	0.973	0.745
CMCC-ESM2_CCAM	[-]	1.39	1.39	1.02	0.375	0.554	2.82	0.648	0.638	0.552	0.880	0.671
CMCC-ESM2_CMIP6	[-]	1.07	1.07	0.976	0.0968	0.334	2.61	0.883	0.666	0.551	0.803	0.714
CNRM-ESM2-1_CCAM	[-]	1.02	1.02	1.02	0.00558	0.310	2.30	0.900	0.707	0.692	0.899	0.781
CNRM-ESM2-1_CMIP6	[-]	0.757	0.757	0.854	-0.0977	0.247	1.22	0.876	0.744	0.832	0.791	0.798
EC-Earth3_BARPA	[-]	0.749	0.749	1.00	-0.254	0.422	2.24	0.721	0.686	0.702	0.984	0.756
EC-Earth3_CCAM	[-]	0.916	0.916	1.02	-0.101	0.430	2.89	0.871	0.615	0.579	0.950	0.726
EC-Earth3_CMIP6	[-]	0.734	0.734	1.01	-0.278	0.475	2.80	0.709	0.631	0.581	0.893	0.689
ERA5_BARPA	[-]	1.14	1.14	1.00	0.137	0.374	2.51	0.807	0.693	0.637	0.980	0.762
ERA5_CCAM	[-]	1.12	1.12	1.02	0.102	0.301	2.18	0.852	0.738	0.685	0.979	0.798
MPI-ESM1-2-HR_BARPA	[-]	0.959	0.959	1.00	-0.0438	0.324	1.21	0.880	0.703	0.866	0.994	0.829
MPI-ESM1-2-HR_CMIP6	[-]	0.435	0.435	1.00	-0.565	0.653	1.02	0.485	0.663	0.893	0.469	0.635
NorESM2-MM_BARPA	[-]	1.24	1.24	1.00	0.234	0.423	2.54	0.745	0.679	0.629	0.986	0.744
NorESM2-MM_CCAM	[-]	1.44	1.44	1.02	0.428	0.557	1.88	0.612	0.672	0.757	0.960	0.734
NorESM2-MM_CMIP6	[-]	1.40	1.40	0.976	0.421	0.501	1.90	0.587	0.722	0.756	0.652	0.688

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	1.21
ACCESS-CM2_BARPA	[-]	1.19	1.19	1.20	-0.0122	0.563	1.98	0.812	0.616	0.723	0.730	0.699
ACCESS-CM2_CCAM	[-]	1.12	1.12	1.20	-0.0844	0.426	0.995	0.854	0.698	0.879	0.813	0.788
ACCESS-CM2_CMIP6	[-]	1.02	1.02	1.15	-0.132	0.593	1.80	0.795	0.563	0.746	0.526	0.639
ACCESS-ESM1-5_BARPA	[-]	0.947	0.947	1.20	-0.258	0.550	1.95	0.780	0.648	0.739	0.517	0.666
ACCESS-ESM1-5_CCAM	[-]	0.870	0.870	1.20	-0.335	0.504	0.829	0.730	0.705	0.907	0.706	0.751
ACCESS-ESM1-5_CMIP6	[-]	0.854	0.854	1.19	-0.331	0.762	3.86	0.725	0.509	0.445	0.327	0.503
CESM2_BARPA	[-]	1.03	1.03	1.20	-0.172	0.436	0.967	0.829	0.702	0.858	0.864	0.791
CESM2_CCAM	[-]	1.16	1.16	1.20	-0.0425	0.500	0.632	0.859	0.649	0.921	0.967	0.809
CESM2_CMIP6	[-]	0.869	0.869	1.22	-0.350	0.508	0.156	0.711	0.700	0.992	0.612	0.743
CMCC-ESM2_BARPA	[-]	0.988	0.988	1.20	-0.216	0.487	1.56	0.808	0.675	0.785	0.730	0.734
CMCC-ESM2_CCAM	[-]	1.46	1.46	1.20	0.252	0.584	2.38	0.742	0.649	0.685	0.828	0.711
CMCC-ESM2_CMIP6	[-]	1.13	1.13	1.22	-0.0925	0.489	1.62	0.790	0.683	0.784	0.364	0.661
CNRM-ESM2-1_CCAM	[-]	1.26	1.26	1.20	0.0522	0.523	2.07	0.808	0.645	0.735	0.726	0.712
CNRM-ESM2-1_CMIP6	[-]	1.21	1.21	1.20	0.00446	0.451	0.912	0.827	0.670	0.924	0.992	0.816
EC-Earth3_BARPA	[-]	1.03	1.03	1.20	-0.176	0.474	1.17	0.805	0.684	0.852	0.912	0.787
EC-Earth3_CCAM	[-]	1.25	1.25	1.20	0.0497	0.461	1.11	0.868	0.669	0.864	0.994	0.812
EC-Earth3_CMIP6	[-]	0.956	0.956	1.21	-0.249	0.586	2.07	0.781	0.611	0.725	0.876	0.721
ERA5_BARPA	[-]	1.22	1.22	1.20	0.0184	0.431	1.40	0.813	0.710	0.802	0.741	0.755
ERA5_CCAM	[-]	1.10	1.10	1.20	-0.0997	0.360	1.14	0.856	0.751	0.871	0.812	0.808
MPI-ESM1-2-HR_BARPA	[-]	0.979	0.979	1.20	-0.226	0.458	0.803	0.801	0.696	0.904	0.809	0.781
MPI-ESM1-2-HR_CMIP6	[-]	0.516	0.516	1.17	-0.657	0.760	0.734	0.519	0.705	0.917	0.286	0.626
NorESM2-MM_BARPA	[-]	1.31	1.31	1.20	0.101	0.563	1.55	0.776	0.635	0.807	0.813	0.733
NorESM2-MM_CCAM	[-]	1.16	1.16	1.20	-0.0455	0.529	1.61	0.800	0.653	0.812	0.421	0.668
NorESM2-MM_CMIP6	[-]	1.10	1.10	1.22	-0.123	0.455	1.10	0.818	0.687	0.877	0.405	0.695

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	4.10
ACCESS-CM2_BARPA	[-]	3.45	3.45	4.11	-0.654	2.38	0.294	0.812	0.685	0.979	0.751	0.782
ACCESS-CM2_CCAM	[-]	2.69	2.69	4.11	-1.42	2.61	0.305	0.766	0.672	0.979	0.634	0.745
ACCESS-CM2_CMIP6	[-]	2.30	2.30	4.03	-1.73	2.95	0.395	0.703	0.631	0.971	0.513	0.690
ACCESS-ESM1-5_BARPA	[-]	3.69	3.69	4.11	-0.420	1.84	0.297	0.841	0.751	0.979	0.786	0.822
ACCESS-ESM1-5_CCAM	[-]	4.21	4.21	4.11	0.0971	1.78	0.207	0.900	0.737	0.984	0.952	0.862
ACCESS-ESM1-5_CMIP6	[-]	3.79	3.79	4.17	-0.378	2.10	0.00	0.931	0.682	1.00	0.807	0.820
CESM2_BARPA	[-]	2.84	2.84	4.11	-1.27	2.08	0.225	0.785	0.744	0.984	0.979	0.847
CESM2_CCAM	[-]	3.59	3.59	4.11	-0.520	1.68	0.502	0.877	0.761	0.959	0.889	0.849
CESM2_CMIP6	[-]	3.28	3.28	3.94	-0.659	1.76	0.332	0.865	0.745	0.974	0.746	0.815
CMCC-ESM2_BARPA	[-]	2.69	2.69	4.11	-1.42	2.20	0.247	0.767	0.736	0.983	0.982	0.841
CMCC-ESM2_CCAM	[-]	3.69	3.69	4.11	-0.424	1.28	0.164	0.894	0.819	0.988	0.801	0.864
CMCC-ESM2_CMIP6	[-]	3.27	3.27	3.94	-0.671	1.28	0.110	0.864	0.825	0.992	0.411	0.783
CNRM-ESM2-1_CCAM	[-]	2.80	2.80	4.11	-1.32	2.22	0.246	0.781	0.726	0.981	0.834	0.810
CNRM-ESM2-1_CMIP6	[-]	2.01	2.01	3.93	-1.92	3.04	0.00	0.696	0.644	1.00	0.798	0.757
EC-Earth3_BARPA	[-]	3.82	3.82	4.11	-0.284	1.56	0.762	0.871	0.785	0.942	0.961	0.869
EC-Earth3_CCAM	[-]	4.13	4.13	4.11	0.0188	1.52	0.627	0.902	0.779	0.954	0.936	0.870
EC-Earth3_CMIP6	[-]	3.50	3.50	3.95	-0.450	1.69	0.267	0.869	0.760	0.980	0.875	0.849
ERA5_BARPA	[-]	3.81	3.81	4.12	-0.318	1.73	0.250	0.875	0.752	0.972	0.953	0.861
ERA5_CCAM	[-]	3.97	3.97	4.13	-0.157	1.03	0.288	0.907	0.850	0.980	0.883	0.894
MPI-ESM1-2-HR_BARPA	[-]	3.18	3.18	4.11	-0.925	2.12	0.191	0.792	0.737	0.985	0.812	0.813
MPI-ESM1-2-HR_CMIP6	[-]	1.47	1.47	4.01	-2.54	3.69	0.196	0.615	0.608	0.987	0.797	0.723
NorESM2-MM_BARPA	[-]	3.98	3.98	4.11	-0.128	1.54	0.228	0.879	0.779	0.981	0.973	0.878
NorESM2-MM_CCAM	[-]	4.63	4.63	4.11	0.520	1.34	0.291	0.862	0.832	0.977	0.872	0.875
NorESM2-MM_CMIP6	[-]	4.12	4.12	3.94	0.179	1.36	0.216	0.879	0.806	0.986	0.740	0.843