Mean State

Mean State
All Models
Data Information

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	24.5
ACCESS-CM2_BARPA	[-]	32.7	32.5	24.5	73.1	8.03	12.0	0.956	0.598	0.646	0.905	0.975	0.754
ACCESS-CM2_CCAM	[-]	43.5	43.3	24.5	77.2	18.8	22.0	1.08	0.376	0.541	0.894	0.941	0.659
ACCESS-CM2_CMIP6	[-]	46.5	46.5	25.2		21.3	24.5	1.26	0.314	0.506	0.826	0.829	0.596
ACCESS-ESM1-5_BARPA	[-]	29.5	29.3	24.5	70.8	4.83	10.1	0.921	0.694	0.614	0.912	0.968	0.761
ACCESS-ESM1-5_CCAM	[-]	43.5	43.3	24.5	78.9	18.8	23.6	1.09	0.355	0.440	0.883	0.847	0.593
ACCESS-ESM1-5_CMIP6	[-]	45.4	44.9	24.8	127.	20.1	24.4	1.19	0.325	0.412	0.837	0.775	0.552
CESM2_BARPA	[-]	27.8	27.5	24.5	73.5	3.01	9.29	0.566	0.709	0.643	0.944	0.968	0.781
CESM2_CCAM	[-]	28.3	27.5	24.5	82.0	3.02	11.2	1.63	0.714	0.550	0.806	0.863	0.697
CESM2_CMIP6	[-]	38.5	38.5	25.0		13.6	17.5	0.800	0.480	0.578	0.914	0.835	0.677
CMCC-ESM2_BARPA	[-]	26.8	26.5	24.5	71.9	2.02	11.0	1.01	0.685	0.585	0.906	0.971	0.746
CMCC-ESM2_CCAM	[-]	49.6	49.2	24.5	87.4	24.7	28.2	0.896	0.288	0.465	0.908	0.958	0.617
CMCC-ESM2_CMIP6	[-]	53.0	53.0	25.0		28.0	34.2	1.14	0.268	0.386	0.865	0.869	0.555
CNRM-ESM2-1_CCAM	[-]	41.3	40.9	24.5	79.8	16.4	20.4	1.15	0.398	0.498	0.886	0.931	0.642
CNRM-ESM2-1_CMIP6	[-]	30.5	30.5	25.0		5.53	16.5	1.88	0.580	0.470	0.787	0.839	0.629
EC-Earth3_BARPA	[-]	24.7	24.4	24.5	70.3	-0.103	9.05	0.998	0.748	0.623	0.905	0.959	0.771
EC-Earth3_CCAM	[-]	39.0	38.4	24.5	81.0	13.9	18.9	1.14	0.446	0.471	0.883	0.892	0.633
EC-Earth3_CMIP6	[-]	34.2	33.9	25.0	79.6	8.89	20.0	1.21	0.594	0.358	0.870	0.848	0.606
ERA5_BARPA	[-]	31.1	30.8	24.5	72.8	6.33	11.3	0.923	0.656	0.602	0.926	0.979	0.753
ERA5_CCAM	[-]	42.6	42.2	24.5	80.9	17.7	21.2	0.852	0.350	0.510	0.903	0.866	0.628
MPI-ESM1-2-HR_BARPA	[-]	22.3	22.0	24.5	70.4	-2.46	10.2	0.795	0.687	0.608	0.919	0.961	0.756
MPI-ESM1-2-HR_CMIP6	[-]	17.2	16.8	25.1	160.	-8.32	16.0	1.14	0.488	0.505	0.844	0.868	0.642
NorESM2-MM_BARPA	[-]	37.1	36.8	24.5	81.8	12.4	16.5	1.48	0.495	0.542	0.836	0.970	0.677
NorESM2-MM_CCAM	[-]	52.9	52.7	24.5	73.0	28.3	30.2	1.20	0.243	0.541	0.883	0.953	0.632
NorESM2-MM_CMIP6	[-]	48.4	48.4	25.0		23.4	26.4	1.08	0.297	0.520	0.894	0.877	0.621

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	34.5
ACCESS-CM2_BARPA	[-]	40.0	39.4	34.5	4.83	8.11	0.743	0.737	0.738	0.920	0.902	0.815
ACCESS-CM2_CCAM	[-]	59.1	58.2	34.5	23.7	24.9	0.835	0.252	0.641	0.919	0.890	0.671
ACCESS-CM2_CMIP6	[-]	58.1	58.1	34.7	23.5	24.2	0.761	0.251	0.703	0.930	0.968	0.712
ACCESS-ESM1-5_BARPA	[-]	39.2	38.7	34.5	4.14	9.04	0.983	0.746	0.653	0.905	0.868	0.777
ACCESS-ESM1-5_CCAM	[-]	69.3	68.6	34.5	34.1	38.6	0.750	0.139	0.353	0.930	0.773	0.527
ACCESS-ESM1-5_CMIP6	[-]	65.1	65.1	35.1	30.0	35.6	0.860	0.176	0.327	0.924	0.990	0.574
CESM2_BARPA	[-]	38.4	38.0	34.5	3.45	7.44	0.775	0.780	0.719	0.929	0.946	0.830
CESM2_CCAM	[-]	40.2	39.8	34.5	5.28	10.7	1.72	0.724	0.607	0.776	0.985	0.754
CESM2_CMIP6	[-]	54.6	54.6	35.1	19.5	23.5	0.762	0.338	0.495	0.945	0.991	0.670
CMCC-ESM2_BARPA	[-]	36.3	35.8	34.5	1.29	7.08	0.766	0.820	0.705	0.936	0.948	0.836
CMCC-ESM2_CCAM	[-]	66.9	66.3	34.5	31.7	35.2	0.920	0.160	0.410	0.918	0.970	0.592
CMCC-ESM2_CMIP6	[-]	60.5	60.5	35.1	25.4	30.4	0.791	0.237	0.395	0.934	0.850	0.581
CNRM-ESM2-1_CCAM	[-]	51.8	51.1	34.5	16.6	20.0	0.995	0.382	0.531	0.902	0.926	0.668
CNRM-ESM2-1_CMIP6	[-]	39.6	39.6	35.1	4.51	12.0	0.815	0.717	0.584	0.946	0.761	0.733
EC-Earth3_BARPA	[-]	26.3	26.0	34.5	-8.52	11.5	0.860	0.606	0.635	0.919	0.995	0.772
EC-Earth3_CCAM	[-]	46.8	46.2	34.5	11.7	17.2	0.911	0.512	0.487	0.907	0.971	0.693
EC-Earth3_CMIP6	[-]	30.9	30.9	35.1	-4.17	11.7	0.922	0.750	0.548	0.917	0.952	0.765
ERA5_BARPA	[-]	37.8	37.3	34.5	2.73	8.54	0.810	0.798	0.654	0.926	0.936	0.809
ERA5_CCAM	[-]	59.4	58.8	34.5	24.2	26.7	1.17	0.241	0.521	0.860	0.964	0.632
MPI-ESM1-2-HR_BARPA	[-]	21.8	21.4	34.5	-13.1	15.9	1.75	0.460	0.587	0.770	0.974	0.685
MPI-ESM1-2-HR_CMIP6	[-]	17.9	17.9	35.6	-17.7	20.7	1.69	0.347	0.531	0.790	0.763	0.599
NorESM2-MM_BARPA	[-]	50.4	49.9	34.5	15.3	20.4	1.50	0.409	0.458	0.843	0.948	0.642
NorESM2-MM_CCAM	[-]	71.1	70.9	34.5	36.3	38.4	1.14	0.129	0.486	0.887	0.995	0.609
NorESM2-MM_CMIP6	[-]	56.1	56.1	35.1	21.0	26.2	0.887	0.306	0.426	0.916	0.980	0.631

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	45.0
ACCESS-CM2_BARPA	[-]	49.2	48.0	45.0	71.2	2.94	9.56	0.696	0.788	0.739	0.931	0.824	0.823
ACCESS-CM2_CCAM	[-]	59.7	58.9	45.0	76.2	13.9	16.9	0.390	0.548	0.718	0.969	0.814	0.765
ACCESS-CM2_CMIP6	[-]	71.8	71.8	46.5		25.4	30.0	1.27	0.343	0.520	0.785	0.440	0.496
ACCESS-ESM1-5_BARPA	[-]	55.0	53.2	45.0	78.7	8.16	11.1	0.584	0.691	0.728	0.949	0.769	0.770
ACCESS-ESM1-5_CCAM	[-]	75.4	74.5	45.0	90.3	29.5	31.8	0.686	0.271	0.603	0.942	0.937	0.678
ACCESS-ESM1-5_CMIP6	[-]	70.9	70.9	43.9		27.0	32.3	1.13	0.291	0.441	0.847	0.530	0.489
CESM2_BARPA	[-]	52.1	50.2	45.0	80.8	5.12	11.1	0.810	0.729	0.720	0.926	0.691	0.764
CESM2_CCAM	[-]	61.8	59.1	45.0	94.6	14.1	17.4	0.617	0.555	0.673	0.933	0.583	0.663
CESM2_CMIP6	[-]	64.7	64.7	45.5		19.2	21.0	0.647	0.467	0.715	0.911	0.500	0.625
CMCC-ESM2_BARPA	[-]	48.1	45.6	45.0	79.1	0.579	11.4	0.749	0.701	0.732	0.951	0.587	0.748
CMCC-ESM2_CCAM	[-]	68.0	65.9	45.0	94.8	20.9	22.3	0.414	0.412	0.731	0.972	0.631	0.710
CMCC-ESM2_CMIP6	[-]	70.3	70.3	45.5		24.8	27.3	0.879	0.334	0.633	0.925	0.623	0.608
CNRM-ESM2-1_CCAM	[-]	63.6	62.1	45.0	82.5	17.0	19.0	0.708	0.471	0.702	0.955	0.874	0.729
CNRM-ESM2-1_CMIP6	[-]	62.1	62.1	45.0		17.0	21.7	0.812	0.500	0.616	0.937	0.439	0.610
EC-Earth3_BARPA	[-]	43.3	40.9	45.0	74.0	-4.20	13.0	1.21	0.677	0.676	0.876	0.647	0.712
EC-Earth3_CCAM	[-]	59.8	57.3	45.0	85.6	12.3	16.4	0.806	0.599	0.670	0.930	0.701	0.718
EC-Earth3_CMIP6	[-]	48.6	48.6	46.0		2.60	16.9	0.801	0.736	0.544	0.923	0.551	0.651
ERA5_BARPA	[-]	51.5	49.3	45.0	76.9	4.25	10.4	0.984	0.764	0.719	0.904	0.758	0.784
ERA5_CCAM	[-]	69.1	67.2	45.0	91.9	22.2	23.8	0.423	0.370	0.703	0.966	0.801	0.708
MPI-ESM1-2-HR_BARPA	[-]	31.8	29.8	45.0	61.2	-15.3	19.9	0.845	0.492	0.623	0.895	0.749	0.685
MPI-ESM1-2-HR_CMIP6	[-]	22.6	22.6	46.3		-23.8	32.8	1.03	0.283	0.505	0.863	0.309	0.516
NorESM2-MM_BARPA	[-]	62.6	60.7	45.0	91.3	15.7	20.9	1.76	0.506	0.590	0.762	0.732	0.653
NorESM2-MM_CCAM	[-]	75.2	75.1	45.0	84.0	30.1	30.9	0.353	0.282	0.724	0.965	0.966	0.744
NorESM2-MM_CMIP6	[-]	69.9	69.9	45.5		24.4	26.2	0.672	0.354	0.696	0.944	0.754	0.658

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	41.1
ACCESS-CM2_BARPA	[-]	46.2	47.6	41.1	93.7	6.49	14.8	0.415	0.714	0.706	0.949	0.874	0.820
ACCESS-CM2_CCAM	[-]	61.6	62.7	41.1	104.	21.6	26.2	0.483	0.496	0.606	0.952	0.864	0.742
ACCESS-CM2_CMIP6	[-]	65.5	65.5	41.8		23.6	29.4	0.690	0.460	0.545	0.885	0.641	0.637
ACCESS-ESM1-5_BARPA	[-]	44.5	46.0	41.1	89.1	4.88	15.0	0.340	0.754	0.661	0.966	0.910	0.821
ACCESS-ESM1-5_CCAM	[-]	67.1	68.2	41.1	103.	27.1	32.2	0.740	0.389	0.525	0.939	0.966	0.692
ACCESS-ESM1-5_CMIP6	[-]	65.0	65.0	40.9		24.1	30.4	0.299	0.445	0.503	0.962	0.766	0.648
CESM2_BARPA	[-]	38.7	40.2	41.1	89.2	-0.930	14.1	0.273	0.740	0.691	0.970	0.870	0.816
CESM2_CCAM	[-]	46.8	47.8	41.1	112.	6.71	16.5	0.404	0.755	0.609	0.937	0.691	0.738
CESM2_CMIP6	[-]	54.3	54.3	41.3		13.0	18.8	0.672	0.619	0.653	0.920	0.843	0.747
CMCC-ESM2_BARPA	[-]	35.9	37.3	41.1	80.9	-3.83	17.6	0.248	0.686	0.626	0.973	0.890	0.791
CMCC-ESM2_CCAM	[-]	63.8	64.7	41.1	105.	23.6	28.7	0.710	0.452	0.562	0.921	0.874	0.705
CMCC-ESM2_CMIP6	[-]	69.9	69.9	41.3		28.6	35.4	1.01	0.411	0.517	0.890	0.902	0.667
CNRM-ESM2-1_CCAM	[-]	62.2	63.3	41.1	103.	22.2	27.6	0.837	0.463	0.559	0.920	0.872	0.707
CNRM-ESM2-1_CMIP6	[-]	36.4	36.4	41.4		-5.01	24.2	1.53	0.585	0.508	0.803	0.587	0.627
EC-Earth3_BARPA	[-]	40.6	41.8	41.1	87.7	0.699	14.7	0.717	0.760	0.664	0.946	0.844	0.803
EC-Earth3_CCAM	[-]	63.2	64.1	41.1	105.	22.9	28.1	0.763	0.442	0.551	0.918	0.871	0.690
EC-Earth3_CMIP6	[-]	60.9	60.8	41.2	70.2	19.6	34.0	0.249	0.510	0.361	0.964	0.876	0.666
ERA5_BARPA	[-]	45.1	46.3	41.1	89.6	5.17	15.5	0.437	0.763	0.638	0.962	0.933	0.816
ERA5_CCAM	[-]	68.3	69.1	41.1	105.	28.0	32.2	0.626	0.361	0.559	0.929	0.921	0.685
MPI-ESM1-2-HR_BARPA	[-]	34.7	36.2	41.1	93.3	-4.98	17.1	0.197	0.658	0.666	0.979	0.784	0.776
MPI-ESM1-2-HR_CMIP6	[-]	28.4	28.4	41.3		-12.9	24.3	0.244	0.533	0.585	0.969	0.622	0.665
NorESM2-MM_BARPA	[-]	49.8	51.2	41.1	99.1	10.1	17.9	0.618	0.695	0.624	0.924	0.885	0.776
NorESM2-MM_CCAM	[-]	71.9	72.6	41.1	93.1	31.5	33.8	0.845	0.326	0.634	0.912	0.990	0.706
NorESM2-MM_CMIP6	[-]	68.7	68.7	41.3		27.4	30.2	0.805	0.377	0.646	0.922	0.887	0.699

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	27.5
ACCESS-CM2_BARPA	[-]	37.1	36.7	27.5	52.7	9.15	11.2	0.811	0.522	0.649	0.933	0.967	0.755
ACCESS-CM2_CCAM	[-]	45.1	44.8	27.5	54.8	17.2	19.3	1.31	0.309	0.597	0.871	0.908	0.663
ACCESS-CM2_CMIP6	[-]	46.4	46.4	27.9		18.5	20.1	1.17	0.295	0.608	0.901	0.993	0.689
ACCESS-ESM1-5_BARPA	[-]	31.7	31.3	27.5	47.4	3.75	7.87	1.37	0.757	0.648	0.864	0.923	0.781
ACCESS-ESM1-5_CCAM	[-]	39.9	39.6	27.5	56.1	12.0	16.9	1.98	0.483	0.483	0.761	0.780	0.611
ACCESS-ESM1-5_CMIP6	[-]	45.6	45.6	28.5		17.1	21.9	2.89	0.355	0.412	0.574	0.980	0.561
CESM2_BARPA	[-]	35.2	34.8	27.5	50.9	7.29	9.24	1.18	0.595	0.684	0.892	0.935	0.766
CESM2_CCAM	[-]	28.1	27.6	27.5	44.9	0.0596	11.0	2.90	0.793	0.493	0.556	0.929	0.671
CESM2_CMIP6	[-]	42.2	42.2	28.2		14.0	21.7	0.860	0.452	0.378	0.936	0.986	0.653
CMCC-ESM2_BARPA	[-]	34.6	34.2	27.5	49.1	6.67	9.24	0.584	0.625	0.657	0.960	0.931	0.778
CMCC-ESM2_CCAM	[-]	50.5	50.1	27.5	59.6	22.6	24.9	1.58	0.247	0.505	0.815	0.856	0.595
CMCC-ESM2_CMIP6	[-]	48.0	48.0	28.2		19.9	23.9	2.04	0.294	0.429	0.758	0.985	0.596
CNRM-ESM2-1_CCAM	[-]	35.1	34.6	27.5	55.9	7.07	12.5	2.09	0.597	0.550	0.736	0.922	0.684
CNRM-ESM2-1_CMIP6	[-]	35.3	35.3	28.0		7.33	11.9	1.14	0.611	0.566	0.915	0.897	0.727
EC-Earth3_BARPA	[-]	27.6	27.1	27.5	43.7	-0.429	7.19	1.15	0.845	0.626	0.896	0.978	0.813
EC-Earth3_CCAM	[-]	37.3	36.7	27.5	61.7	9.17	14.8	2.58	0.539	0.484	0.636	0.899	0.622
EC-Earth3_CMIP6	[-]	28.8	28.8	28.2		0.621	13.0	2.75	0.831	0.415	0.609	0.997	0.680
ERA5_BARPA	[-]	35.9	35.4	27.5	51.3	7.92	9.40	0.976	0.568	0.714	0.913	0.955	0.779
ERA5_CCAM	[-]	40.6	40.0	27.5	70.7	12.5	14.9	1.77	0.460	0.616	0.790	0.857	0.673
MPI-ESM1-2-HR_BARPA	[-]	27.8	27.3	27.5	46.3	-0.198	8.09	1.56	0.827	0.593	0.807	0.964	0.775
MPI-ESM1-2-HR_CMIP6	[-]	19.7	19.7	27.5		-7.79	15.9	2.97	0.516	0.398	0.520	0.934	0.570
NorESM2-MM_BARPA	[-]	39.1	38.8	27.5	53.1	11.2	13.7	0.615	0.461	0.584	0.957	0.990	0.730
NorESM2-MM_CCAM	[-]	48.9	48.6	27.5	55.3	21.1	22.9	0.746	0.286	0.565	0.935	0.953	0.671
NorESM2-MM_CMIP6	[-]	43.8	43.8	28.2		15.6	24.3	0.616	0.428	0.350	0.958	0.892	0.623

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	15.5
ACCESS-CM2_BARPA	[-]	24.7	24.8	15.5	70.6	9.27	11.1	1.10	0.460	0.605	0.875	0.903	0.688
ACCESS-CM2_CCAM	[-]	34.9	35.1	15.5	69.2	19.6	21.7	1.19	0.201	0.458	0.866	0.635	0.541
ACCESS-CM2_CMIP6	[-]	34.7	34.7	15.6		19.1	20.7	1.23	0.189	0.499	0.849	0.652	0.529
ACCESS-ESM1-5_BARPA	[-]	20.4	20.5	15.5	64.7	5.01	8.43	1.01	0.627	0.569	0.889	0.881	0.717
ACCESS-ESM1-5_CCAM	[-]	32.4	32.5	15.5	73.6	17.0	21.0	1.02	0.257	0.332	0.885	0.521	0.509
ACCESS-ESM1-5_CMIP6	[-]	32.3	32.3	15.5		16.8	19.7	1.01	0.257	0.387	0.882	0.489	0.481
CESM2_BARPA	[-]	18.7	18.9	15.5	72.5	3.34	7.20	0.466	0.707	0.599	0.959	0.918	0.760
CESM2_CCAM	[-]	15.9	16.0	15.5	68.6	0.418	8.20	1.89	0.744	0.506	0.729	0.867	0.658
CESM2_CMIP6	[-]	28.8	28.8	15.6		13.1	15.3	0.783	0.400	0.553	0.924	0.370	0.574
CMCC-ESM2_BARPA	[-]	18.7	18.8	15.5	72.9	3.27	9.03	1.28	0.679	0.502	0.839	0.935	0.695
CMCC-ESM2_CCAM	[-]	41.3	41.4	15.5	79.2	25.9	29.2	0.791	0.125	0.314	0.927	0.795	0.511
CMCC-ESM2_CMIP6	[-]	45.2	45.2	15.6		29.5	36.4	0.937	0.105	0.180	0.907	0.352	0.379
CNRM-ESM2-1_CCAM	[-]	31.9	32.0	15.5	76.2	16.4	19.6	1.12	0.242	0.384	0.891	0.679	0.529
CNRM-ESM2-1_CMIP6	[-]	21.2	21.2	15.6		5.56	13.1	2.23	0.638	0.388	0.713	0.598	0.537
EC-Earth3_BARPA	[-]	15.2	15.3	15.5	64.6	-0.198	6.27	0.992	0.781	0.610	0.902	0.943	0.775
EC-Earth3_CCAM	[-]	27.6	27.7	15.5	68.8	12.2	16.8	1.06	0.371	0.359	0.904	0.694	0.572
EC-Earth3_CMIP6	[-]	23.3	23.1	15.5	96.0	7.60	16.5	1.20	0.554	0.285	0.880	0.517	0.530
ERA5_BARPA	[-]	22.0	22.2	15.5	63.5	6.62	10.2	1.06	0.551	0.517	0.910	0.935	0.696
ERA5_CCAM	[-]	30.7	30.9	15.5	64.5	15.3	18.5	0.726	0.269	0.398	0.927	0.633	0.566
MPI-ESM1-2-HR_BARPA	[-]	14.5	14.6	15.5	66.2	-0.900	6.63	0.762	0.768	0.597	0.936	0.937	0.776
MPI-ESM1-2-HR_CMIP6	[-]	10.6	10.6	15.6		-4.99	10.1	0.968	0.568	0.499	0.882	0.670	0.623
NorESM2-MM_BARPA	[-]	28.2	28.3	15.5	79.1	12.7	15.9	1.86	0.336	0.452	0.735	0.880	0.571
NorESM2-MM_CCAM	[-]	45.0	45.1	15.5	61.6	29.6	31.0	1.32	0.0911	0.440	0.871	0.697	0.523
NorESM2-MM_CMIP6	[-]	38.8	38.8	15.6		23.2	25.2	1.22	0.162	0.427	0.859	0.497	0.469

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	42.8
ACCESS-CM2_BARPA	[-]	55.1	54.3	42.8	60.8	11.4	14.6	0.513	0.641	0.756	0.960	0.940	0.789
ACCESS-CM2_CCAM	[-]	60.7	60.2	42.8	68.0	17.4	20.7	0.390	0.508	0.694	0.967	0.887	0.759
ACCESS-CM2_CMIP6	[-]	69.8	69.8	43.3		26.4	34.8	3.08	0.387	0.449	0.474	0.267	0.434
ACCESS-ESM1-5_BARPA	[-]	51.9	51.7	42.8	57.1	8.89	14.8	0.804	0.704	0.690	0.938	0.795	0.761
ACCESS-ESM1-5_CCAM	[-]	58.2	57.6	42.8	65.3	14.7	19.8	0.351	0.570	0.676	0.974	0.693	0.741
ACCESS-ESM1-5_CMIP6	[-]	72.2	72.2	41.4		30.8	38.8	2.53	0.335	0.398	0.612	0.0870	0.416
CESM2_BARPA	[-]	55.4	54.5	42.8	59.8	11.7	14.9	0.483	0.636	0.743	0.969	0.951	0.796
CESM2_CCAM	[-]	52.9	52.1	42.8	59.2	9.24	17.5	1.07	0.705	0.623	0.883	0.836	0.753
CESM2_CMIP6	[-]	62.3	62.3	42.1		20.2	26.6	1.39	0.507	0.537	0.778	0.252	0.516
CMCC-ESM2_BARPA	[-]	55.8	54.3	42.8	66.7	11.5	15.2	0.625	0.646	0.725	0.958	0.871	0.782
CMCC-ESM2_CCAM	[-]	70.9	69.4	42.8	82.6	26.6	28.4	0.571	0.364	0.697	0.959	0.758	0.695
CMCC-ESM2_CMIP6	[-]	79.3	79.3	42.1		37.2	43.8	2.26	0.319	0.460	0.628	0.0860	0.377
CNRM-ESM2-1_CCAM	[-]	57.1	56.4	42.8	66.7	13.6	18.7	0.609	0.593	0.677	0.951	0.679	0.727
CNRM-ESM2-1_CMIP6	[-]	69.4	69.4	42.6		26.8	30.8	0.921	0.376	0.566	0.939	0.678	0.611
EC-Earth3_BARPA	[-]	51.8	51.0	42.8	61.0	8.12	14.2	0.837	0.710	0.715	0.927	0.722	0.756
EC-Earth3_CCAM	[-]	64.6	63.7	42.8	74.5	20.8	24.1	0.755	0.460	0.679	0.943	0.619	0.686
EC-Earth3_CMIP6	[-]	57.1	57.1	42.5		14.6	25.5	1.65	0.622	0.509	0.799	0.210	0.558
ERA5_BARPA	[-]	55.7	54.7	42.8	62.8	11.9	14.6	0.297	0.633	0.763	0.981	0.938	0.810
ERA5_CCAM	[-]	61.9	61.8	42.8	66.3	18.9	21.7	0.262	0.488	0.722	0.981	0.680	0.728
MPI-ESM1-2-HR_BARPA	[-]	50.1	49.3	42.8	58.9	6.46	13.4	0.675	0.737	0.700	0.932	0.840	0.771
MPI-ESM1-2-HR_CMIP6	[-]	43.6	43.6	43.2		0.361	29.0	2.26	0.545	0.433	0.640	0.180	0.514
NorESM2-MM_BARPA	[-]	56.4	55.0	42.8	65.1	12.2	15.1	0.480	0.629	0.752	0.968	0.928	0.798
NorESM2-MM_CCAM	[-]	58.8	58.2	42.8	62.8	15.3	17.7	0.205	0.550	0.739	0.985	0.962	0.781
NorESM2-MM_CMIP6	[-]	63.7	63.7	42.1		21.5	25.9	0.829	0.495	0.609	0.857	0.194	0.561

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	24.7
ACCESS-CM2_BARPA	[-]	30.3	32.0	24.7	47.9	7.33	14.7	1.75	0.615	0.387	0.752	0.656	0.574
ACCESS-CM2_CCAM	[-]	32.0	32.3	24.7	48.9	7.62	17.9	2.39	0.586	0.278	0.668	0.766	0.538
ACCESS-CM2_CMIP6	[-]	47.7	47.7	24.8		22.9	31.8	2.86	0.379	0.225	0.542	0.231	0.310
ACCESS-ESM1-5_BARPA	[-]	25.1	26.9	24.7	42.5	2.19	11.8	1.51	0.720	0.451	0.804	0.696	0.636
ACCESS-ESM1-5_CCAM	[-]	26.7	27.5	24.7	46.1	2.83	16.2	2.80	0.720	0.302	0.573	0.675	0.528
ACCESS-ESM1-5_CMIP6	[-]	40.7	40.7	24.9		15.8	23.9	3.73	0.432	0.251	0.357	0.357	0.378
CESM2_BARPA	[-]	27.8	29.4	24.7	44.9	4.71	12.4	1.50	0.710	0.439	0.820	0.607	0.618
CESM2_CCAM	[-]	30.3	30.8	24.7	49.5	6.09	16.5	2.29	0.563	0.343	0.685	0.524	0.510
CESM2_CMIP6	[-]	29.9	29.9	25.4		4.44	18.4	1.18	0.457	0.474	0.885	0.318	0.528
CMCC-ESM2_BARPA	[-]	26.5	28.1	24.7	45.4	3.40	12.3	1.57	0.735	0.442	0.802	0.618	0.622
CMCC-ESM2_CCAM	[-]	40.4	40.6	24.7	58.0	15.9	19.9	2.34	0.344	0.409	0.692	0.843	0.560
CMCC-ESM2_CMIP6	[-]	45.2	45.2	25.4		19.8	24.1	2.74	0.339	0.398	0.566	0.377	0.377
CNRM-ESM2-1_CCAM	[-]	35.0	36.3	24.7	50.4	11.6	17.2	2.03	0.469	0.390	0.723	0.700	0.541
CNRM-ESM2-1_CMIP6	[-]	37.3	37.3	24.1		13.2	19.9	2.04	0.455	0.355	0.706	0.346	0.431
EC-Earth3_BARPA	[-]	27.9	30.1	24.7	44.4	5.41	14.6	1.79	0.620	0.379	0.749	0.594	0.571
EC-Earth3_CCAM	[-]	33.7	34.5	24.7	50.7	9.83	17.8	2.14	0.494	0.326	0.730	0.596	0.508
EC-Earth3_CMIP6	[-]	32.9	31.8	25.3	65.8	6.46	20.7	3.15	0.628	0.245	0.530	0.482	0.438
ERA5_BARPA	[-]	32.3	33.7	24.7	52.0	9.05	12.6	1.11	0.549	0.537	0.873	0.678	0.630
ERA5_CCAM	[-]	31.6	32.4	24.7	52.7	7.73	14.9	2.05	0.613	0.391	0.709	0.611	0.548
MPI-ESM1-2-HR_BARPA	[-]	25.9	27.5	24.7	43.6	2.82	12.9	1.49	0.727	0.404	0.806	0.665	0.615
MPI-ESM1-2-HR_CMIP6	[-]	12.9	12.9	25.0		-12.0	17.8	3.12	0.345	0.319	0.465	0.655	0.421
NorESM2-MM_BARPA	[-]	35.8	37.7	24.7	53.3	13.1	16.6	1.26	0.425	0.469	0.860	0.647	0.575
NorESM2-MM_CCAM	[-]	35.1	34.6	24.7	48.0	9.91	17.5	2.59	0.525	0.342	0.617	0.976	0.573
NorESM2-MM_CMIP6	[-]	42.8	42.8	25.4		17.4	25.0	1.54	0.428	0.367	0.825	0.353	0.444

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	65.3
ACCESS-CM2_BARPA	[-]	55.6	58.0	65.3	98.0	-7.30	18.9	0.843	0.602	0.572	0.923	0.765	0.700
ACCESS-CM2_CCAM	[-]	67.2	69.2	65.3	98.2	3.92	19.5	1.14	0.718	0.520	0.859	0.771	0.695
ACCESS-CM2_CMIP6	[-]	108.	108.	61.3		46.5	57.0	1.81	0.307	0.318	0.774	0.0444	0.356
ACCESS-ESM1-5_BARPA	[-]	61.3	63.8	65.3	102.	-1.44	17.1	0.918	0.694	0.559	0.904	0.836	0.727
ACCESS-ESM1-5_CCAM	[-]	77.8	79.1	65.3	101.	13.9	20.5	1.23	0.602	0.574	0.848	0.926	0.719
ACCESS-ESM1-5_CMIP6	[-]	103.	103.	67.8		34.7	43.2	2.00	0.213	0.310	0.710	0.530	0.426
CESM2_BARPA	[-]	55.9	59.4	65.3	103.	-5.83	17.8	0.844	0.624	0.586	0.914	0.759	0.706
CESM2_CCAM	[-]	83.7	84.5	65.3	127.	19.2	25.4	0.727	0.526	0.556	0.922	0.640	0.649
CESM2_CMIP6	[-]	79.8	79.8	63.8		16.0	20.7	0.670	0.542	0.648	0.912	0.363	0.620
CMCC-ESM2_BARPA	[-]	51.1	54.8	65.3	89.9	-10.5	19.6	0.604	0.581	0.586	0.946	0.791	0.710
CMCC-ESM2_CCAM	[-]	82.2	83.1	65.3	116.	17.9	22.6	0.890	0.535	0.604	0.909	0.872	0.716
CMCC-ESM2_CMIP6	[-]	81.6	81.6	63.8		17.7	21.8	1.10	0.508	0.636	0.873	0.718	0.678
CNRM-ESM2-1_CCAM	[-]	71.3	72.5	65.3	107.	7.21	17.6	1.07	0.678	0.613	0.867	0.713	0.706
CNRM-ESM2-1_CMIP6	[-]	68.5	68.5	64.5		3.94	30.0	2.17	0.437	0.429	0.689	0.194	0.436
EC-Earth3_BARPA	[-]	61.7	64.4	65.3	95.9	-0.828	16.1	0.969	0.738	0.580	0.892	0.826	0.739
EC-Earth3_CCAM	[-]	80.8	81.1	65.3	109.	15.9	21.3	0.874	0.565	0.576	0.896	0.993	0.737
EC-Earth3_CMIP6	[-]	77.2	77.2	65.0		12.2	31.5	0.585	0.609	0.299	0.945	0.925	0.650
ERA5_BARPA	[-]	63.5	65.5	65.3	95.8	0.274	14.3	0.893	0.767	0.623	0.904	0.901	0.779
ERA5_CCAM	[-]	83.7	84.3	65.3	112.	19.0	22.1	1.31	0.501	0.647	0.841	0.982	0.732
MPI-ESM1-2-HR_BARPA	[-]	50.3	53.9	65.3	101.	-11.3	23.3	0.653	0.516	0.520	0.934	0.613	0.632
MPI-ESM1-2-HR_CMIP6	[-]	47.7	47.7	64.5		-16.8	47.7	1.06	0.228	0.453	0.874	0.0611	0.410
NorESM2-MM_BARPA	[-]	70.5	73.5	65.3	111.	8.19	15.1	0.699	0.695	0.675	0.929	0.802	0.764
NorESM2-MM_CCAM	[-]	86.7	87.3	65.3	107.	22.0	25.0	1.40	0.449	0.632	0.829	0.880	0.690
NorESM2-MM_CMIP6	[-]	98.0	98.0	63.8		34.2	36.0	0.883	0.270	0.640	0.913	0.474	0.582

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]	Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	39.6
ACCESS-CM2_BARPA	[-]	124.	50.1	39.5	138.	93.7	10.6	14.7	1.18	0.386	0.492	0.804	0.965	0.628
ACCESS-CM2_CCAM	[-]	124.	54.7	39.5	138.	93.7	15.2	20.3	1.29	0.392	0.468	0.793	0.949	0.614
ACCESS-CM2_CMIP6	[-]	123.	79.0	48.6	137.		30.3	33.9	2.10	0.164	0.347	0.592	0.874	0.465
ACCESS-ESM1-5_BARPA	[-]	118.	47.0	39.5	132.	93.7	7.52	13.4	1.24	0.420	0.467	0.771	0.960	0.617
ACCESS-ESM1-5_CCAM	[-]	123.	54.2	39.5	137.	93.7	14.7	21.4	1.38	0.379	0.417	0.755	0.961	0.586
ACCESS-ESM1-5_CMIP6	[-]	124.	84.4	48.8	137.		35.6	40.5	2.27	0.113	0.271	0.538	0.807	0.400
CESM2_BARPA	[-]	136.	45.1	39.5	154.	93.7	5.62	12.4	0.916	0.444	0.486	0.814	0.960	0.638
CESM2_CCAM	[-]	134.	40.7	39.5	151.	93.7	1.22	15.5	1.69	0.462	0.411	0.756	0.953	0.598
CESM2_CMIP6	[-]	112.	67.5	46.7	123.		20.8	25.5	1.64	0.337	0.374	0.679	0.895	0.532
CMCC-ESM2_BARPA	[-]	128.	44.8	39.5	144.	93.7	5.25	13.6	1.31	0.432	0.469	0.765	0.956	0.618
CMCC-ESM2_CCAM	[-]	129.	60.3	39.5	142.	93.7	20.8	24.9	1.23	0.361	0.458	0.761	0.940	0.596
CMCC-ESM2_CMIP6	[-]	118.	77.5	46.7	128.		30.8	36.4	1.89	0.205	0.310	0.645	0.934	0.481
CNRM-ESM2-1_CCAM	[-]	102.	51.3	39.5	112.	93.7	11.8	19.3	1.50	0.359	0.418	0.715	0.939	0.570
CNRM-ESM2-1_CMIP6	[-]	111.	67.1	48.5	124.		18.6	27.2	2.49	0.343	0.321	0.551	0.833	0.474
EC-Earth3_BARPA	[-]	130.	42.7	39.5	147.	93.7	3.22	12.0	1.33	0.470	0.472	0.757	0.951	0.624
EC-Earth3_CCAM	[-]	123.	50.9	39.5	137.	93.7	11.4	18.0	1.44	0.426	0.428	0.743	0.974	0.600
EC-Earth3_CMIP6	[-]	110.	65.6	45.0	121.		20.7	29.4	1.69	0.257	0.295	0.708	0.836	0.478
ERA5_BARPA	[-]	121.	48.4	39.5	135.	93.7	8.87	13.6	1.14	0.413	0.520	0.812	0.969	0.647
ERA5_CCAM	[-]	116.	54.6	39.5	128.	93.7	15.1	19.3	1.08	0.393	0.509	0.806	0.975	0.639
MPI-ESM1-2-HR_BARPA	[-]	122.	41.1	39.5	138.	93.7	1.63	13.4	1.11	0.433	0.438	0.782	0.936	0.606
MPI-ESM1-2-HR_CMIP6	[-]	111.	58.1	46.3	125.		11.8	30.9	1.72	0.236	0.261	0.686	0.685	0.426
NorESM2-MM_BARPA	[-]	139.	52.9	39.5	156.	93.7	13.4	17.6	1.57	0.346	0.484	0.769	0.976	0.612
NorESM2-MM_CCAM	[-]	95.0	59.7	39.5	102.	93.7	20.1	26.5	1.35	0.275	0.465	0.800	0.814	0.564
NorESM2-MM_CMIP6	[-]	113.	73.6	46.7	123.		26.9	30.1	1.76	0.241	0.378	0.671	0.938	0.521

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]	Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	85.6
ACCESS-CM2_BARPA	[-]	147.	101.	85.6	154.	93.7	15.6	21.6	1.85	0.233	0.366	0.722	0.819	0.501
ACCESS-CM2_CCAM	[-]	144.	88.8	85.6	152.	93.7	3.24	14.5	1.92	0.424	0.409	0.713	0.987	0.588
ACCESS-CM2_CMIP6	[-]	143.	114.	82.7	155.		31.1	34.6	2.93	0.111	0.291	0.517	0.942	0.430
ACCESS-ESM1-5_BARPA	[-]	136.	98.6	85.6	141.	93.7	13.0	22.0	2.16	0.219	0.346	0.660	0.796	0.473
ACCESS-ESM1-5_CCAM	[-]	139.	87.8	85.6	146.	93.7	2.26	14.8	2.21	0.407	0.399	0.655	0.953	0.563
ACCESS-ESM1-5_CMIP6	[-]	146.	127.	82.9	154.		44.1	48.5	3.16	0.0352	0.222	0.465	0.958	0.380
CESM2_BARPA	[-]	165.	95.8	85.6	176.	93.7	10.2	20.1	1.91	0.243	0.362	0.713	0.787	0.494
CESM2_CCAM	[-]	161.	79.9	85.6	174.	93.7	-5.68	27.0	1.90	0.268	0.295	0.716	0.659	0.447
CESM2_CMIP6	[-]	128.	104.	82.7	136.		21.2	26.6	2.53	0.299	0.300	0.609	0.945	0.491
CMCC-ESM2_BARPA	[-]	151.	96.9	85.6	159.	93.7	11.3	20.6	2.14	0.235	0.374	0.653	0.764	0.480
CMCC-ESM2_CCAM	[-]	146.	94.1	85.6	154.	93.7	8.48	14.7	2.25	0.430	0.456	0.640	0.989	0.594
CMCC-ESM2_CMIP6	[-]	132.	109.	82.7	140.		26.0	30.1	2.63	0.193	0.290	0.582	0.949	0.461
CNRM-ESM2-1_CCAM	[-]	109.	83.4	85.6	113.	93.7	-2.19	16.0	2.58	0.334	0.353	0.575	0.959	0.515
CNRM-ESM2-1_CMIP6	[-]	126.	102.	80.8	136.		21.5	30.0	3.29	0.273	0.263	0.450	0.876	0.425
EC-Earth3_BARPA	[-]	150.	96.2	85.6	158.	93.7	10.7	19.4	2.28	0.268	0.352	0.640	0.859	0.494
EC-Earth3_CCAM	[-]	138.	89.1	85.6	145.	93.7	3.49	15.1	2.35	0.416	0.393	0.627	0.978	0.561
EC-Earth3_CMIP6	[-]	126.	117.	83.9	128.		33.3	38.5	2.29	0.0996	0.261	0.648	0.923	0.439
ERA5_BARPA	[-]	135.	99.9	85.6	140.	93.7	14.3	19.5	1.79	0.239	0.455	0.722	0.861	0.546
ERA5_CCAM	[-]	131.	93.1	85.6	136.	93.7	7.53	13.9	1.81	0.430	0.510	0.725	0.967	0.628
MPI-ESM1-2-HR_BARPA	[-]	146.	96.4	85.6	154.	93.7	10.8	22.3	2.02	0.230	0.300	0.675	0.746	0.450
MPI-ESM1-2-HR_CMIP6	[-]	133.	114.	82.8	139.		30.9	46.3	2.28	0.122	0.145	0.647	0.491	0.310
NorESM2-MM_BARPA	[-]	167.	100.	85.6	177.	93.7	14.8	19.7	1.84	0.246	0.440	0.717	0.902	0.549
NorESM2-MM_CCAM	[-]	98.7	82.6	85.6	101.	93.7	-2.94	15.9	1.82	0.304	0.406	0.732	0.902	0.550
NorESM2-MM_CMIP6	[-]	129.	107.	82.7	137.		24.4	27.3	2.57	0.225	0.326	0.593	0.982	0.490

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	34.5
ACCESS-CM2_BARPA	[-]	40.0	39.4	34.5	4.83	8.11	0.743	0.737	0.738	0.920	0.902	0.807
ACCESS-CM2_CCAM	[-]	59.1	58.2	34.5	23.7	24.9	0.835	0.252	0.641	0.919	0.890	0.668
ACCESS-CM2_CMIP6	[-]	58.1	58.1	34.7	23.5	24.2	0.761	0.251	0.703	0.930	0.968	0.711
ACCESS-ESM1-5_BARPA	[-]	39.2	38.7	34.5	4.14	9.04	0.983	0.746	0.653	0.905	0.868	0.765
ACCESS-ESM1-5_CCAM	[-]	69.3	68.6	34.5	34.1	38.6	0.750	0.139	0.353	0.930	0.773	0.510
ACCESS-ESM1-5_CMIP6	[-]	65.1	65.1	35.1	30.0	35.6	0.860	0.176	0.327	0.924	0.990	0.549
CESM2_BARPA	[-]	38.4	38.0	34.5	3.45	7.44	0.775	0.780	0.719	0.929	0.946	0.818
CESM2_CCAM	[-]	40.2	39.8	34.5	5.28	10.7	1.72	0.724	0.607	0.776	0.985	0.740
CESM2_CMIP6	[-]	54.6	54.6	35.1	19.5	23.5	0.762	0.338	0.495	0.945	0.991	0.653
CMCC-ESM2_BARPA	[-]	36.3	35.8	34.5	1.29	7.08	0.766	0.820	0.705	0.936	0.948	0.823
CMCC-ESM2_CCAM	[-]	66.9	66.3	34.5	31.7	35.2	0.920	0.160	0.410	0.918	0.970	0.574
CMCC-ESM2_CMIP6	[-]	60.5	60.5	35.1	25.4	30.4	0.791	0.237	0.395	0.934	0.850	0.562
CNRM-ESM2-1_CCAM	[-]	51.8	51.1	34.5	16.6	20.0	0.995	0.382	0.531	0.902	0.926	0.654
CNRM-ESM2-1_CMIP6	[-]	39.6	39.6	35.1	4.51	12.0	0.815	0.717	0.584	0.946	0.761	0.718
EC-Earth3_BARPA	[-]	26.3	26.0	34.5	-8.52	11.5	0.860	0.606	0.635	0.919	0.995	0.758
EC-Earth3_CCAM	[-]	46.8	46.2	34.5	11.7	17.2	0.911	0.512	0.487	0.907	0.971	0.673
EC-Earth3_CMIP6	[-]	30.9	30.9	35.1	-4.17	11.7	0.922	0.750	0.548	0.917	0.952	0.743
ERA5_BARPA	[-]	37.8	37.3	34.5	2.73	8.54	0.810	0.798	0.654	0.926	0.936	0.794
ERA5_CCAM	[-]	59.4	58.8	34.5	24.2	26.7	1.17	0.241	0.521	0.860	0.964	0.621
MPI-ESM1-2-HR_BARPA	[-]	21.8	21.4	34.5	-13.1	15.9	1.75	0.460	0.587	0.770	0.974	0.676
MPI-ESM1-2-HR_CMIP6	[-]	17.9	17.9	35.6	-17.7	20.7	1.69	0.347	0.531	0.790	0.763	0.592
NorESM2-MM_BARPA	[-]	50.4	49.9	34.5	15.3	20.4	1.50	0.409	0.458	0.843	0.948	0.623
NorESM2-MM_CCAM	[-]	71.1	70.9	34.5	36.3	38.4	1.14	0.129	0.486	0.887	0.995	0.596
NorESM2-MM_CMIP6	[-]	56.1	56.1	35.1	21.0	26.2	0.887	0.306	0.426	0.916	0.980	0.611

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	41.7
ACCESS-CM2_BARPA	[-]	43.1	42.6	41.7	74.7	0.855	9.36	0.952	0.825	0.701	0.897	0.830	0.791
ACCESS-CM2_CCAM	[-]	53.2	53.1	41.7	75.3	11.4	15.0	0.535	0.600	0.688	0.954	0.880	0.762
ACCESS-CM2_CMIP6	[-]	68.6	68.6	43.7		24.8	29.1	0.989	0.345	0.538	0.848	0.322	0.518
ACCESS-ESM1-5_BARPA	[-]	49.8	48.6	41.7	86.2	6.91	9.82	0.704	0.721	0.743	0.935	0.679	0.764
ACCESS-ESM1-5_CCAM	[-]	72.0	71.4	41.7	93.6	29.7	32.4	0.951	0.253	0.558	0.913	0.857	0.628
ACCESS-ESM1-5_CMIP6	[-]	65.5	65.5	40.7		24.8	29.5	0.766	0.305	0.462	0.922	0.399	0.510
CESM2_BARPA	[-]	44.7	44.2	41.7	84.3	2.51	10.2	0.760	0.782	0.700	0.925	0.644	0.750
CESM2_CCAM	[-]	57.1	55.8	41.7	106.	14.1	17.3	0.397	0.544	0.633	0.965	0.442	0.643
CESM2_CMIP6	[-]	59.3	59.3	41.7		17.6	19.2	0.356	0.479	0.707	0.974	0.440	0.661
CMCC-ESM2_BARPA	[-]	39.0	38.2	41.7	79.7	-3.51	10.6	0.751	0.725	0.732	0.952	0.598	0.748
CMCC-ESM2_CCAM	[-]	59.9	59.0	41.7	97.3	17.3	18.8	0.346	0.472	0.719	0.977	0.585	0.695
CMCC-ESM2_CMIP6	[-]	64.2	64.2	41.7		22.5	25.2	0.696	0.348	0.607	0.948	0.658	0.633
CNRM-ESM2-1_CCAM	[-]	58.6	57.9	41.7	84.4	16.2	18.2	0.656	0.475	0.691	0.960	0.896	0.743
CNRM-ESM2-1_CMIP6	[-]	54.7	54.7	41.6		13.1	19.3	0.718	0.573	0.555	0.941	0.349	0.595
EC-Earth3_BARPA	[-]	35.6	35.0	41.7	76.4	-6.75	13.8	1.36	0.640	0.642	0.857	0.620	0.680
EC-Earth3_CCAM	[-]	52.0	51.0	41.7	84.5	9.31	14.4	0.953	0.673	0.618	0.909	0.748	0.713
EC-Earth3_CMIP6	[-]	43.2	43.2	42.0		1.25	14.7	0.516	0.801	0.528	0.966	0.645	0.693
ERA5_BARPA	[-]	44.5	43.4	41.7	79.7	1.68	9.39	1.37	0.822	0.701	0.856	0.785	0.773
ERA5_CCAM	[-]	63.3	62.2	41.7	96.2	20.5	22.4	0.581	0.386	0.668	0.949	0.770	0.688
MPI-ESM1-2-HR_BARPA	[-]	24.9	24.4	41.7	63.3	-17.3	21.6	0.384	0.399	0.621	0.966	0.711	0.664
MPI-ESM1-2-HR_CMIP6	[-]	14.4	14.4	42.7		-28.3	31.2	0.381	0.253	0.530	0.973	0.941	0.645
NorESM2-MM_BARPA	[-]	57.2	56.4	41.7	98.8	14.7	21.2	2.27	0.524	0.532	0.657	0.580	0.565
NorESM2-MM_CCAM	[-]	75.4	75.3	41.7	92.0	33.6	34.5	0.445	0.211	0.689	0.950	0.993	0.706
NorESM2-MM_CMIP6	[-]	66.5	66.5	41.7		24.8	26.9	1.00	0.331	0.657	0.908	0.666	0.644

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	53.3
ACCESS-CM2_BARPA	[-]	62.2	61.4	53.3	68.4	8.10	10.1	0.0646	0.716	0.813	0.995	0.898	0.847
ACCESS-CM2_CCAM	[-]	73.4	73.4	53.3	76.9	20.2	21.5	0.0315	0.447	0.775	0.998	0.837	0.766
ACCESS-CM2_CMIP6	[-]	80.5	80.5	53.7		26.8	32.5	2.03	0.337	0.479	0.649	0.318	0.453
ACCESS-ESM1-5_BARPA	[-]	65.9	64.5	53.3	72.7	11.2	14.4	0.288	0.631	0.701	0.976	0.754	0.753
ACCESS-ESM1-5_CCAM	[-]	82.7	82.2	53.3	87.5	28.9	30.5	0.0315	0.305	0.691	0.998	0.883	0.713
ACCESS-ESM1-5_CMIP6	[-]	83.9	83.9	51.6		32.2	39.1	2.01	0.264	0.402	0.704	0.343	0.423
CESM2_BARPA	[-]	67.7	64.9	53.3	78.0	11.6	13.5	0.934	0.625	0.758	0.928	0.788	0.771
CESM2_CCAM	[-]	71.9	67.1	53.3	85.3	13.9	17.5	1.16	0.575	0.750	0.871	0.417	0.672
CESM2_CMIP6	[-]	75.5	75.5	53.0		22.5	24.7	1.23	0.448	0.727	0.810	0.235	0.589
CMCC-ESM2_BARPA	[-]	67.3	64.0	53.3	78.7	10.7	13.3	0.746	0.654	0.733	0.948	0.679	0.749
CMCC-ESM2_CCAM	[-]	85.2	83.1	53.3	92.9	29.8	30.7	0.581	0.294	0.754	0.963	0.982	0.749
CMCC-ESM2_CMIP6	[-]	82.6	82.6	53.0		29.6	31.6	1.25	0.312	0.674	0.888	0.321	0.574
CNRM-ESM2-1_CCAM	[-]	74.2	72.3	53.3	81.0	19.0	20.9	0.837	0.463	0.724	0.945	0.613	0.694
CNRM-ESM2-1_CMIP6	[-]	79.4	79.4	53.1		26.3	27.4	1.03	0.365	0.730	0.930	0.375	0.626
EC-Earth3_BARPA	[-]	59.5	55.4	53.3	72.0	2.10	11.0	0.830	0.746	0.742	0.913	0.548	0.738
EC-Earth3_CCAM	[-]	76.4	72.9	53.3	86.6	19.6	21.2	0.446	0.455	0.770	0.971	0.617	0.716
EC-Earth3_CMIP6	[-]	60.0	60.0	54.5		5.45	21.5	1.41	0.629	0.570	0.852	0.171	0.558
ERA5_BARPA	[-]	66.2	63.9	53.3	74.6	10.6	12.9	0.0315	0.651	0.753	0.998	0.757	0.783
ERA5_CCAM	[-]	81.4	79.6	53.3	88.5	26.3	27.2	0.0315	0.338	0.771	0.998	0.776	0.731
MPI-ESM1-2-HR_BARPA	[-]	46.5	43.0	53.3	59.5	-10.3	15.8	1.99	0.672	0.627	0.758	0.773	0.691
MPI-ESM1-2-HR_CMIP6	[-]	39.3	39.3	53.8		-14.5	36.1	2.35	0.332	0.463	0.683	0.0714	0.403
NorESM2-MM_BARPA	[-]	74.2	71.3	53.3	85.2	18.1	20.2	0.517	0.473	0.702	0.966	0.879	0.744
NorESM2-MM_CCAM	[-]	74.7	74.6	53.3	77.4	21.3	22.1	0.126	0.419	0.790	0.993	0.969	0.792
NorESM2-MM_CMIP6	[-]	76.6	76.6	53.0		23.6	25.0	0.00	0.391	0.759	1.00	0.394	0.661

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	37.0
ACCESS-CM2_BARPA	[-]	34.6	35.7	37.0	103.	-1.32	10.1	0.311	0.770	0.736	0.971	0.978	0.838
ACCESS-CM2_CCAM	[-]	48.3	49.2	37.0	114.	12.2	17.7	0.383	0.614	0.621	0.971	0.984	0.762
ACCESS-CM2_CMIP6	[-]	55.0	55.0	37.7		17.3	22.7	0.476	0.533	0.579	0.937	0.687	0.663
ACCESS-ESM1-5_BARPA	[-]	34.9	36.0	37.0	102.	-1.02	10.3	0.271	0.793	0.727	0.979	0.945	0.834
ACCESS-ESM1-5_CCAM	[-]	61.3	62.1	37.0	111.	25.1	30.0	0.848	0.377	0.520	0.939	0.973	0.666
ACCESS-ESM1-5_CMIP6	[-]	60.1	60.1	37.6		22.5	27.6	0.301	0.439	0.519	0.944	0.570	0.598
CESM2_BARPA	[-]	28.8	29.9	37.0	108.	-7.11	12.6	0.281	0.685	0.722	0.977	0.921	0.806
CESM2_CCAM	[-]	42.1	43.3	37.0	138.	6.24	14.0	0.0781	0.765	0.619	0.993	0.692	0.738
CESM2_CMIP6	[-]	52.5	52.5	36.4		16.0	19.5	0.205	0.566	0.672	0.977	0.843	0.746
CMCC-ESM2_BARPA	[-]	26.3	27.4	37.0	90.7	-9.64	14.6	0.214	0.626	0.696	0.986	0.962	0.793
CMCC-ESM2_CCAM	[-]	52.0	52.8	37.0	121.	15.8	21.1	0.346	0.533	0.572	0.972	0.892	0.708
CMCC-ESM2_CMIP6	[-]	64.1	64.1	36.4		27.7	33.4	0.785	0.386	0.517	0.942	0.891	0.651
CNRM-ESM2-1_CCAM	[-]	52.0	52.9	37.0	112.	15.8	20.2	0.657	0.527	0.613	0.959	0.935	0.729
CNRM-ESM2-1_CMIP6	[-]	35.1	35.1	38.1		-3.00	20.9	1.28	0.695	0.480	0.873	0.797	0.665
EC-Earth3_BARPA	[-]	29.8	30.8	37.0	92.9	-6.26	12.8	0.503	0.711	0.702	0.964	0.898	0.795
EC-Earth3_CCAM	[-]	54.0	54.8	37.0	117.	17.8	23.0	0.415	0.491	0.553	0.970	0.840	0.682
EC-Earth3_CMIP6	[-]	49.8	49.8	36.6		13.1	26.6	0.0750	0.584	0.378	0.996	0.916	0.650
ERA5_BARPA	[-]	36.1	37.1	37.0	94.5	0.0800	12.1	0.444	0.790	0.664	0.966	0.959	0.808
ERA5_CCAM	[-]	59.4	60.2	37.0	112.	23.2	27.5	0.351	0.385	0.553	0.971	0.865	0.665
MPI-ESM1-2-HR_BARPA	[-]	22.1	23.3	37.0	102.	-13.8	18.1	0.0612	0.520	0.687	0.995	0.891	0.756
MPI-ESM1-2-HR_CMIP6	[-]	19.2	19.2	37.2		-18.0	24.7	0.132	0.407	0.630	0.983	0.504	0.631
NorESM2-MM_BARPA	[-]	40.2	41.3	37.0	116.	4.30	14.5	1.12	0.770	0.613	0.850	0.913	0.752
NorESM2-MM_CCAM	[-]	70.1	70.7	37.0	107.	33.7	35.4	0.460	0.251	0.636	0.956	0.964	0.689
NorESM2-MM_CMIP6	[-]	68.2	68.2	36.4		31.8	33.9	0.610	0.275	0.614	0.949	0.939	0.678

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	44.0
ACCESS-CM2_BARPA	[-]	53.9	55.8	44.0	92.7	11.9	18.0	0.487	0.681	0.688	0.936	0.945	0.788
ACCESS-CM2_CCAM	[-]	70.4	72.0	44.0	103.	28.0	32.0	0.551	0.428	0.598	0.940	0.964	0.706
ACCESS-CM2_CMIP6	[-]	72.2	72.2	44.5		27.7	33.7	0.828	0.420	0.527	0.857	0.659	0.598
ACCESS-ESM1-5_BARPA	[-]	50.9	52.9	44.0	87.6	8.95	18.2	0.387	0.731	0.622	0.959	0.966	0.780
ACCESS-ESM1-5_CCAM	[-]	71.0	72.3	44.0	102.	28.4	33.8	0.666	0.396	0.529	0.939	0.974	0.673
ACCESS-ESM1-5_CMIP6	[-]	68.2	68.2	43.0		25.2	32.3	0.297	0.448	0.493	0.973	0.861	0.654
CESM2_BARPA	[-]	45.3	47.3	44.0	87.1	3.32	15.1	0.268	0.772	0.673	0.965	0.930	0.803
CESM2_CCAM	[-]	49.9	51.0	44.0	109.	7.03	18.3	0.629	0.749	0.603	0.904	0.662	0.704
CESM2_CMIP6	[-]	55.5	55.5	44.6		11.0	18.4	0.991	0.649	0.642	0.888	0.792	0.723
CMCC-ESM2_BARPA	[-]	42.2	44.1	44.0	79.8	0.165	19.6	0.272	0.721	0.586	0.965	0.934	0.759
CMCC-ESM2_CCAM	[-]	71.7	72.9	44.0	104.	28.9	33.9	0.960	0.404	0.555	0.892	0.973	0.676
CMCC-ESM2_CMIP6	[-]	73.8	73.8	44.6		29.3	36.8	1.16	0.425	0.516	0.860	0.898	0.643
CNRM-ESM2-1_CCAM	[-]	69.1	70.5	44.0	102.	26.5	32.7	0.960	0.425	0.528	0.897	0.929	0.661
CNRM-ESM2-1_CMIP6	[-]	37.2	37.2	43.5		-6.27	26.4	1.70	0.525	0.523	0.764	0.510	0.569
EC-Earth3_BARPA	[-]	47.8	49.4	44.0	87.1	5.49	16.1	0.864	0.788	0.642	0.935	0.920	0.786
EC-Earth3_CCAM	[-]	69.4	70.4	44.0	103.	26.5	31.6	1.00	0.414	0.549	0.889	0.937	0.668
EC-Earth3_CMIP6	[-]	67.8	67.8	44.0	70.2	23.8	38.7	0.359	0.472	0.353	0.948	0.940	0.613
ERA5_BARPA	[-]	51.0	52.6	44.0	89.0	8.68	17.9	0.432	0.746	0.622	0.960	0.974	0.785
ERA5_CCAM	[-]	74.2	75.3	44.0	104.	31.3	35.5	0.815	0.347	0.563	0.905	0.982	0.672
MPI-ESM1-2-HR_BARPA	[-]	43.1	45.0	44.0	92.3	1.07	16.4	0.290	0.738	0.654	0.970	0.883	0.780
MPI-ESM1-2-HR_CMIP6	[-]	34.5	34.5	44.0		-9.50	24.0	0.319	0.604	0.559	0.962	0.706	0.678
NorESM2-MM_BARPA	[-]	56.2	58.0	44.0	97.3	14.1	20.3	0.275	0.652	0.630	0.967	0.943	0.764
NorESM2-MM_CCAM	[-]	73.1	73.9	44.0	91.5	30.0	32.7	1.11	0.369	0.632	0.886	0.986	0.701
NorESM2-MM_CMIP6	[-]	69.0	69.0	44.6		24.4	27.7	0.938	0.435	0.664	0.907	0.818	0.698

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	27.5
ACCESS-CM2_BARPA	[-]	37.1	36.7	27.5	52.7	9.15	11.2	0.811	0.522	0.649	0.933	0.967	0.744
ACCESS-CM2_CCAM	[-]	45.1	44.8	27.5	54.8	17.2	19.3	1.31	0.309	0.597	0.871	0.908	0.656
ACCESS-CM2_CMIP6	[-]	46.4	46.4	27.9		18.5	20.1	1.17	0.295	0.608	0.901	0.993	0.681
ACCESS-ESM1-5_BARPA	[-]	31.7	31.3	27.5	47.4	3.75	7.87	1.37	0.757	0.648	0.864	0.923	0.768
ACCESS-ESM1-5_CCAM	[-]	39.9	39.6	27.5	56.1	12.0	16.9	1.98	0.483	0.483	0.761	0.780	0.598
ACCESS-ESM1-5_CMIP6	[-]	45.6	45.6	28.5		17.1	21.9	2.89	0.355	0.412	0.574	0.980	0.546
CESM2_BARPA	[-]	35.2	34.8	27.5	50.9	7.29	9.24	1.18	0.595	0.684	0.892	0.935	0.758
CESM2_CCAM	[-]	28.1	27.6	27.5	44.9	0.0596	11.0	2.90	0.793	0.493	0.556	0.929	0.653
CESM2_CMIP6	[-]	42.2	42.2	28.2		14.0	21.7	0.860	0.452	0.378	0.936	0.986	0.626
CMCC-ESM2_BARPA	[-]	34.6	34.2	27.5	49.1	6.67	9.24	0.584	0.625	0.657	0.960	0.931	0.766
CMCC-ESM2_CCAM	[-]	50.5	50.1	27.5	59.6	22.6	24.9	1.58	0.247	0.505	0.815	0.856	0.586
CMCC-ESM2_CMIP6	[-]	48.0	48.0	28.2		19.9	23.9	2.04	0.294	0.429	0.758	0.985	0.579
CNRM-ESM2-1_CCAM	[-]	35.1	34.6	27.5	55.9	7.07	12.5	2.09	0.597	0.550	0.736	0.922	0.671
CNRM-ESM2-1_CMIP6	[-]	35.3	35.3	28.0		7.33	11.9	1.14	0.611	0.566	0.915	0.897	0.711
EC-Earth3_BARPA	[-]	27.6	27.1	27.5	43.7	-0.429	7.19	1.15	0.845	0.626	0.896	0.978	0.794
EC-Earth3_CCAM	[-]	37.3	36.7	27.5	61.7	9.17	14.8	2.58	0.539	0.484	0.636	0.899	0.608
EC-Earth3_CMIP6	[-]	28.8	28.8	28.2		0.621	13.0	2.75	0.831	0.415	0.609	0.997	0.654
ERA5_BARPA	[-]	35.9	35.4	27.5	51.3	7.92	9.40	0.976	0.568	0.714	0.913	0.955	0.773
ERA5_CCAM	[-]	40.6	40.0	27.5	70.7	12.5	14.9	1.77	0.460	0.616	0.790	0.857	0.668
MPI-ESM1-2-HR_BARPA	[-]	27.8	27.3	27.5	46.3	-0.198	8.09	1.56	0.827	0.593	0.807	0.964	0.757
MPI-ESM1-2-HR_CMIP6	[-]	19.7	19.7	27.5		-7.79	15.9	2.97	0.516	0.398	0.520	0.934	0.553
NorESM2-MM_BARPA	[-]	39.1	38.8	27.5	53.1	11.2	13.7	0.615	0.461	0.584	0.957	0.990	0.715
NorESM2-MM_CCAM	[-]	48.9	48.6	27.5	55.3	21.1	22.9	0.746	0.286	0.565	0.935	0.953	0.661
NorESM2-MM_CMIP6	[-]	43.8	43.8	28.2		15.6	24.3	0.616	0.428	0.350	0.958	0.892	0.596

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	16.7
ACCESS-CM2_BARPA	[-]	26.6	26.7	16.7	106.	9.97	11.8	1.14	0.491	0.647	0.886	0.944	0.723
ACCESS-CM2_CCAM	[-]	40.2	40.3	16.7	105.	23.5	25.2	0.759	0.179	0.511	0.939	0.839	0.596
ACCESS-CM2_CMIP6	[-]	37.6	37.6	16.7		20.8	22.2	0.846	0.214	0.571	0.918	0.706	0.596
ACCESS-ESM1-5_BARPA	[-]	22.3	22.5	16.7	95.1	5.75	9.58	0.963	0.633	0.579	0.907	0.929	0.725
ACCESS-ESM1-5_CCAM	[-]	38.6	38.7	16.7	109.	22.0	25.9	0.708	0.187	0.343	0.938	0.727	0.508
ACCESS-ESM1-5_CMIP6	[-]	35.1	35.1	16.6		18.4	21.5	0.632	0.262	0.417	0.945	0.604	0.529
CESM2_BARPA	[-]	19.8	20.0	16.7	111.	3.24	7.89	0.503	0.728	0.613	0.962	0.966	0.776
CESM2_CCAM	[-]	17.5	17.6	16.7	110.	0.857	8.26	0.764	0.763	0.569	0.929	0.936	0.753
CESM2_CMIP6	[-]	30.8	30.8	16.7		14.1	16.2	0.719	0.400	0.557	0.946	0.843	0.661
CMCC-ESM2_BARPA	[-]	19.2	19.3	16.7	107.	2.55	9.48	1.22	0.718	0.540	0.857	0.967	0.724
CMCC-ESM2_CCAM	[-]	43.5	43.5	16.7	114.	26.8	31.0	0.626	0.161	0.305	0.950	0.847	0.513
CMCC-ESM2_CMIP6	[-]	49.6	49.6	16.7		32.8	41.5	0.658	0.0939	0.151	0.947	0.704	0.409
CNRM-ESM2-1_CCAM	[-]	35.0	35.0	16.7	118.	18.3	21.9	0.855	0.252	0.402	0.932	0.749	0.548
CNRM-ESM2-1_CMIP6	[-]	21.6	21.6	16.8		4.84	12.9	1.67	0.670	0.449	0.816	0.823	0.641
EC-Earth3_BARPA	[-]	16.0	16.1	16.7	99.8	-0.563	6.60	1.03	0.798	0.645	0.897	0.972	0.792
EC-Earth3_CCAM	[-]	31.4	31.6	16.7	108.	14.9	19.6	0.792	0.330	0.375	0.941	0.802	0.565
EC-Earth3_CMIP6	[-]	26.6	26.3	16.6	172.	9.70	19.0	0.922	0.512	0.297	0.919	0.614	0.528
ERA5_BARPA	[-]	22.9	23.0	16.7	90.5	6.33	10.9	1.22	0.617	0.521	0.897	0.955	0.702
ERA5_CCAM	[-]	35.3	35.5	16.7	92.9	18.8	22.5	0.733	0.233	0.380	0.934	0.749	0.535
MPI-ESM1-2-HR_BARPA	[-]	14.9	15.0	16.7	106.	-1.71	7.21	0.703	0.763	0.638	0.947	0.958	0.789
MPI-ESM1-2-HR_CMIP6	[-]	11.8	11.8	16.7		-4.94	10.4	0.630	0.623	0.554	0.947	0.674	0.670
NorESM2-MM_BARPA	[-]	29.3	29.4	16.7	116.	12.7	16.8	2.05	0.400	0.447	0.704	0.931	0.586
NorESM2-MM_CCAM	[-]	49.2	49.3	16.7	91.4	32.6	33.9	1.12	0.107	0.485	0.900	0.826	0.561
NorESM2-MM_CMIP6	[-]	41.1	41.1	16.7		24.3	26.5	0.957	0.189	0.471	0.912	0.754	0.559

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	13.6
ACCESS-CM2_BARPA	[-]	21.6	21.7	13.6	55.9	8.11	9.94	1.03	0.397	0.518	0.853	0.766	0.610
ACCESS-CM2_CCAM	[-]	26.3	26.6	13.6	54.3	13.0	15.9	1.90	0.247	0.349	0.715	0.634	0.459
ACCESS-CM2_CMIP6	[-]	29.9	29.9	13.8		16.1	18.2	1.86	0.140	0.355	0.710	0.570	0.426
ACCESS-ESM1-5_BARPA	[-]	17.2	17.4	13.6	52.1	3.78	6.51	1.08	0.614	0.548	0.852	0.730	0.659
ACCESS-ESM1-5_CCAM	[-]	22.1	22.2	13.6	58.8	8.63	12.9	1.53	0.399	0.309	0.777	0.611	0.481
ACCESS-ESM1-5_CMIP6	[-]	28.0	28.1	13.9		14.2	16.8	1.58	0.247	0.332	0.766	0.272	0.390
CESM2_BARPA	[-]	16.9	17.1	13.6	56.3	3.50	6.06	0.405	0.665	0.569	0.952	0.644	0.680
CESM2_CCAM	[-]	13.2	13.3	13.6	51.6	-0.313	8.08	3.78	0.704	0.377	0.317	0.610	0.477
CESM2_CMIP6	[-]	25.5	25.5	13.9		11.7	13.8	0.887	0.401	0.545	0.881	0.0946	0.493
CMCC-ESM2_BARPA	[-]	18.0	18.1	13.6	58.9	4.47	8.26	1.38	0.599	0.424	0.803	0.674	0.585
CMCC-ESM2_CCAM	[-]	37.8	38.0	13.6	64.6	24.4	26.3	1.07	0.0512	0.335	0.881	0.638	0.448
CMCC-ESM2_CMIP6	[-]	38.1	38.1	13.9		24.3	28.3	1.38	0.125	0.236	0.831	0.117	0.309
CNRM-ESM2-1_CCAM	[-]	26.8	26.9	13.6	58.8	13.3	15.9	1.57	0.222	0.345	0.806	0.584	0.460
CNRM-ESM2-1_CMIP6	[-]	20.4	20.4	13.5		6.82	13.6	3.22	0.569	0.258	0.488	0.178	0.350
EC-Earth3_BARPA	[-]	13.9	14.0	13.6	50.1	0.413	5.71	0.930	0.744	0.539	0.911	0.718	0.690
EC-Earth3_CCAM	[-]	21.2	21.2	13.6	52.5	7.65	12.2	1.51	0.455	0.326	0.829	0.687	0.525
EC-Earth3_CMIP6	[-]	17.9	17.9	13.7	13.5	4.15	12.5	1.65	0.635	0.263	0.802	0.328	0.458
ERA5_BARPA	[-]	20.6	20.7	13.6	52.2	7.12	8.96	0.807	0.415	0.509	0.938	0.770	0.628
ERA5_CCAM	[-]	23.1	23.2	13.6	52.7	9.63	11.9	0.714	0.342	0.435	0.912	0.742	0.573
MPI-ESM1-2-HR_BARPA	[-]	14.0	14.0	13.6	49.7	0.446	5.66	0.860	0.778	0.514	0.913	0.741	0.692
MPI-ESM1-2-HR_CMIP6	[-]	8.72	8.72	13.8		-5.07	9.54	1.52	0.460	0.392	0.753	0.581	0.516
NorESM2-MM_BARPA	[-]	26.2	26.4	13.6	63.9	12.8	14.3	1.55	0.204	0.461	0.797	0.625	0.510
NorESM2-MM_CCAM	[-]	38.0	38.2	13.6	49.2	24.6	26.0	1.64	0.0584	0.346	0.811	0.724	0.457
NorESM2-MM_CMIP6	[-]	35.3	35.3	13.9		21.4	23.2	1.64	0.111	0.344	0.757	0.188	0.349

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	37.7
ACCESS-CM2_BARPA	[-]	50.6	49.5	37.7	58.1	11.8	13.3	0.226	0.594	0.817	0.986	0.727	0.788
ACCESS-CM2_CCAM	[-]	60.9	59.8	37.7	77.0	22.1	23.5	0.451	0.375	0.731	0.962	0.878	0.735
ACCESS-CM2_CMIP6	[-]	67.8	67.8	42.6		25.1	31.2	0.513	0.379	0.514	0.970	0.520	0.579
ACCESS-ESM1-5_BARPA	[-]	47.8	47.6	37.7	55.5	9.88	13.5	0.457	0.646	0.728	0.968	0.548	0.724
ACCESS-ESM1-5_CCAM	[-]	56.4	56.0	37.7	71.5	18.2	20.0	0.112	0.444	0.748	0.993	0.802	0.747
ACCESS-ESM1-5_CMIP6	[-]	92.9	92.9	39.4		53.5	66.7	5.03	0.0877	0.164	0.0717	1.00	0.297
CESM2_BARPA	[-]	49.6	48.7	37.7	55.1	11.0	12.8	0.225	0.617	0.797	0.986	0.715	0.783
CESM2_CCAM	[-]	54.1	54.2	37.7	64.1	16.5	18.9	0.224	0.484	0.724	0.986	0.731	0.730
CESM2_CMIP6	[-]	68.0	68.0	38.6		29.4	36.2	2.02	0.274	0.393	0.600	0.227	0.377
CMCC-ESM2_BARPA	[-]	52.1	49.7	37.7	67.5	12.0	13.3	0.341	0.597	0.804	0.978	0.678	0.772
CMCC-ESM2_CCAM	[-]	72.4	67.9	37.7	102.	30.2	31.6	0.341	0.275	0.679	0.978	0.771	0.676
CMCC-ESM2_CMIP6	[-]	83.2	83.2	38.6		44.6	52.2	2.54	0.178	0.365	0.568	0.0605	0.307
CNRM-ESM2-1_CCAM	[-]	56.7	56.4	37.7	69.3	18.7	20.8	0.225	0.443	0.709	0.986	0.563	0.682
CNRM-ESM2-1_CMIP6	[-]	74.5	74.5	36.6		37.8	41.3	1.03	0.197	0.490	0.930	0.852	0.592
EC-Earth3_BARPA	[-]	49.8	49.0	37.7	58.8	11.3	13.0	0.453	0.613	0.793	0.971	0.564	0.747
EC-Earth3_CCAM	[-]	64.7	64.2	37.7	80.1	26.4	27.6	0.225	0.316	0.714	0.986	0.628	0.672
EC-Earth3_CMIP6	[-]	57.7	57.7	38.0		19.6	25.6	1.70	0.460	0.517	0.744	0.236	0.495
ERA5_BARPA	[-]	50.7	49.3	37.7	57.5	11.6	12.6	0.338	0.604	0.841	0.979	0.831	0.819
ERA5_CCAM	[-]	57.5	58.2	37.7	62.9	20.5	21.7	0.337	0.405	0.753	0.979	0.707	0.720
MPI-ESM1-2-HR_BARPA	[-]	47.7	47.0	37.7	60.9	9.30	11.7	0.340	0.664	0.787	0.966	0.705	0.782
MPI-ESM1-2-HR_CMIP6	[-]	38.3	38.3	38.1		0.230	20.7	1.01	0.685	0.458	0.897	0.0460	0.509
NorESM2-MM_BARPA	[-]	53.0	50.9	37.7	64.1	13.2	14.4	0.341	0.568	0.801	0.978	0.673	0.764
NorESM2-MM_CCAM	[-]	55.0	54.6	37.7	61.3	16.9	18.7	0.225	0.472	0.712	0.986	0.865	0.749
NorESM2-MM_CMIP6	[-]	61.1	61.1	38.6		22.6	24.6	0.00	0.366	0.639	1.00	0.288	0.587

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	47.5
ACCESS-CM2_BARPA	[-]	59.7	58.7	47.5	76.2	11.2	14.2	0.396	0.662	0.785	0.974	0.946	0.831
ACCESS-CM2_CCAM	[-]	71.4	70.5	47.5	83.4	23.0	25.1	0.159	0.425	0.710	0.988	0.968	0.760
ACCESS-CM2_CMIP6	[-]	64.4	64.4	43.5		20.9	28.1	4.07	0.389	0.426	0.248	1.00	0.498
ACCESS-ESM1-5_BARPA	[-]	62.1	60.9	47.5	77.7	13.4	16.8	0.398	0.606	0.733	0.974	0.991	0.808
ACCESS-ESM1-5_CCAM	[-]	68.5	67.3	47.5	84.6	19.8	22.4	0.473	0.478	0.721	0.969	0.981	0.774
ACCESS-ESM1-5_CMIP6	[-]	70.2	70.2	43.9		26.3	31.4	1.03	0.330	0.484	0.878	0.315	0.498
CESM2_BARPA	[-]	56.7	55.9	47.5	72.0	8.45	13.1	0.398	0.736	0.754	0.974	0.880	0.820
CESM2_CCAM	[-]	64.2	63.2	47.5	82.3	15.7	19.2	0.400	0.562	0.715	0.973	0.976	0.788
CESM2_CMIP6	[-]	61.4	61.4	46.9		14.5	23.7	1.69	0.575	0.513	0.791	0.793	0.637
CMCC-ESM2_BARPA	[-]	57.7	57.2	47.5	82.5	9.74	13.7	0.476	0.708	0.773	0.968	0.988	0.842
CMCC-ESM2_CCAM	[-]	73.3	73.1	47.5	96.2	25.6	27.6	0.555	0.395	0.686	0.955	0.818	0.708
CMCC-ESM2_CMIP6	[-]	72.2	72.2	46.9		25.3	36.0	3.34	0.438	0.448	0.448	0.218	0.400
CNRM-ESM2-1_CCAM	[-]	68.5	68.0	47.5	94.0	20.5	22.9	0.399	0.476	0.717	0.973	0.908	0.758
CNRM-ESM2-1_CMIP6	[-]	62.1	62.1	45.5		16.7	20.6	0.686	0.519	0.622	0.954	0.511	0.646
EC-Earth3_BARPA	[-]	61.0	60.7	47.5	86.3	13.2	15.5	0.477	0.620	0.792	0.967	0.992	0.833
EC-Earth3_CCAM	[-]	75.4	75.5	47.5	104.	28.1	29.9	0.401	0.362	0.683	0.976	0.866	0.714
EC-Earth3_CMIP6	[-]	75.2	75.2	47.4		27.8	31.0	0.648	0.354	0.604	0.942	0.964	0.694
ERA5_BARPA	[-]	57.5	56.9	47.5	82.2	9.43	12.6	0.319	0.714	0.804	0.979	0.950	0.850
ERA5_CCAM	[-]	69.9	69.9	47.5	86.9	22.4	24.7	0.318	0.444	0.711	0.977	0.957	0.760
MPI-ESM1-2-HR_BARPA	[-]	58.7	57.9	47.5	81.1	10.4	14.5	0.396	0.683	0.739	0.974	0.970	0.821
MPI-ESM1-2-HR_CMIP6	[-]	78.9	78.9	48.5		30.3	38.8	1.62	0.334	0.492	0.723	0.331	0.474
NorESM2-MM_BARPA	[-]	56.6	56.3	47.5	79.2	8.77	12.8	0.396	0.739	0.783	0.973	0.990	0.853
NorESM2-MM_CCAM	[-]	63.4	62.3	47.5	72.8	14.8	18.3	0.551	0.580	0.695	0.957	0.997	0.785
NorESM2-MM_CMIP6	[-]	62.5	62.5	46.9		15.5	21.5	0.665	0.584	0.620	0.920	0.518	0.653

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	44.9
ACCESS-CM2_BARPA	[-]	58.2	56.7	44.9	63.7	11.8	13.5	0.307	0.648	0.810	0.980	0.803	0.810
ACCESS-CM2_CCAM	[-]	60.5	59.0	44.9	71.5	14.1	17.2	0.156	0.588	0.732	0.991	0.983	0.805
ACCESS-CM2_CMIP6	[-]	73.5	73.5	46.1		27.4	35.1	3.73	0.393	0.482	0.372	0.0883	0.363
ACCESS-ESM1-5_BARPA	[-]	54.2	53.6	44.9	59.0	8.71	12.7	1.03	0.714	0.744	0.922	0.759	0.777
ACCESS-ESM1-5_CCAM	[-]	62.8	61.8	44.9	70.4	16.9	20.2	0.0503	0.536	0.703	0.996	0.881	0.764
ACCESS-ESM1-5_CMIP6	[-]	82.7	82.7	43.2		39.6	46.7	2.68	0.257	0.384	0.593	0.0143	0.326
CESM2_BARPA	[-]	61.3	59.7	44.9	67.7	14.8	16.5	0.470	0.573	0.766	0.970	0.966	0.808
CESM2_CCAM	[-]	50.9	48.7	44.9	59.8	3.81	14.9	1.47	0.844	0.597	0.849	0.973	0.772
CESM2_CMIP6	[-]	71.4	71.4	44.1		27.3	31.6	2.03	0.436	0.582	0.673	0.0207	0.459
CMCC-ESM2_BARPA	[-]	62.8	59.8	44.9	77.1	14.9	17.2	0.776	0.576	0.732	0.947	0.811	0.760
CMCC-ESM2_CCAM	[-]	77.6	75.8	44.9	87.8	30.8	32.3	0.827	0.320	0.707	0.944	0.993	0.734
CMCC-ESM2_CMIP6	[-]	98.2	98.2	44.1		54.0	59.4	2.70	0.223	0.426	0.608	0.00641	0.338
CNRM-ESM2-1_CCAM	[-]	59.5	58.0	44.9	69.0	13.1	16.9	0.824	0.618	0.704	0.941	0.969	0.787
CNRM-ESM2-1_CMIP6	[-]	72.3	72.3	44.5		27.8	31.9	1.03	0.354	0.575	0.930	0.0747	0.502
EC-Earth3_BARPA	[-]	55.8	53.4	44.9	66.3	8.47	12.3	0.772	0.730	0.754	0.938	0.687	0.773
EC-Earth3_CCAM	[-]	68.9	66.1	44.9	78.9	21.2	23.7	0.981	0.458	0.705	0.934	0.832	0.727
EC-Earth3_CMIP6	[-]	57.1	57.1	44.6		12.5	24.7	1.95	0.732	0.518	0.767	0.0361	0.514
ERA5_BARPA	[-]	61.7	59.8	44.9	66.7	14.9	16.6	0.0499	0.572	0.772	0.996	0.919	0.806
ERA5_CCAM	[-]	67.9	67.5	44.9	71.0	22.6	23.9	0.0521	0.435	0.768	0.996	0.902	0.774
MPI-ESM1-2-HR_BARPA	[-]	49.2	47.2	44.9	57.8	2.29	11.4	0.613	0.787	0.719	0.926	0.578	0.746
MPI-ESM1-2-HR_CMIP6	[-]	30.1	30.1	44.9		-14.8	27.2	3.03	0.564	0.430	0.498	0.725	0.529
NorESM2-MM_BARPA	[-]	63.2	60.4	44.9	74.1	15.5	17.4	0.568	0.560	0.751	0.962	0.937	0.792
NorESM2-MM_CCAM	[-]	62.4	60.9	44.9	70.5	16.0	17.6	0.00	0.547	0.783	1.00	0.997	0.822
NorESM2-MM_CMIP6	[-]	75.6	75.6	44.1		31.5	34.8	1.68	0.404	0.605	0.696	0.0140	0.465

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	39.4
ACCESS-CM2_BARPA	[-]	50.3	50.4	39.4	51.2	11.0	17.1	1.02	0.636	0.620	0.905	0.624	0.681
ACCESS-CM2_CCAM	[-]	53.5	54.1	39.4	51.2	14.7	20.1	0.828	0.537	0.605	0.918	0.794	0.692
ACCESS-CM2_CMIP6	[-]	68.9	68.9	40.9		28.0	38.7	3.71	0.386	0.378	0.344	0.189	0.335
ACCESS-ESM1-5_BARPA	[-]	44.2	44.5	39.4	44.8	5.14	16.7	1.02	0.810	0.554	0.912	0.547	0.675
ACCESS-ESM1-5_CCAM	[-]	46.3	45.7	39.4	46.5	6.26	17.2	0.763	0.767	0.560	0.936	0.459	0.657
ACCESS-ESM1-5_CMIP6	[-]	48.2	48.2	37.4		10.8	20.4	2.54	0.600	0.446	0.622	0.656	0.554
CESM2_BARPA	[-]	50.1	50.0	39.4	49.3	10.6	15.4	0.699	0.646	0.671	0.955	0.675	0.724
CESM2_CCAM	[-]	47.1	46.8	39.4	42.9	7.36	18.6	1.53	0.748	0.523	0.796	0.660	0.650
CESM2_CMIP6	[-]	49.5	49.5	38.3		11.2	18.7	0.202	0.649	0.544	0.986	0.171	0.579
CMCC-ESM2_BARPA	[-]	47.9	47.6	39.4	48.7	8.23	15.0	0.698	0.715	0.630	0.954	0.633	0.713
CMCC-ESM2_CCAM	[-]	60.0	59.4	39.4	59.6	20.0	22.2	0.383	0.445	0.700	0.973	0.485	0.661
CMCC-ESM2_CMIP6	[-]	58.9	58.9	38.3		20.6	25.9	1.01	0.428	0.552	0.804	0.187	0.505
CNRM-ESM2-1_CCAM	[-]	46.4	45.7	39.4	48.0	6.28	16.5	0.702	0.743	0.586	0.927	0.420	0.653
CNRM-ESM2-1_CMIP6	[-]	71.5	71.5	39.6		31.8	37.0	1.03	0.292	0.481	0.930	1.00	0.637
EC-Earth3_BARPA	[-]	41.6	41.5	39.4	43.6	2.14	16.3	1.40	0.814	0.549	0.853	0.460	0.645
EC-Earth3_CCAM	[-]	51.7	51.3	39.4	51.0	11.9	18.2	1.02	0.626	0.619	0.905	0.412	0.636
EC-Earth3_CMIP6	[-]	45.4	45.4	39.3		6.15	22.8	1.95	0.772	0.423	0.754	0.242	0.523
ERA5_BARPA	[-]	49.6	49.4	39.4	51.7	9.97	14.8	0.571	0.663	0.674	0.963	0.677	0.730
ERA5_CCAM	[-]	51.3	50.3	39.4	52.6	10.9	16.6	0.446	0.646	0.650	0.965	0.401	0.662
MPI-ESM1-2-HR_BARPA	[-]	46.5	46.6	39.4	46.1	7.19	16.0	1.14	0.751	0.594	0.885	0.558	0.677
MPI-ESM1-2-HR_CMIP6	[-]	30.0	30.0	39.2		-9.20	26.7	2.64	0.686	0.357	0.598	0.740	0.548
NorESM2-MM_BARPA	[-]	49.8	49.5	39.4	50.3	10.1	14.2	0.507	0.658	0.701	0.967	0.694	0.744
NorESM2-MM_CCAM	[-]	53.0	53.5	39.4	51.8	14.1	16.9	0.191	0.566	0.729	0.988	0.547	0.712
NorESM2-MM_CMIP6	[-]	50.7	50.7	38.3		12.4	18.1	0.202	0.611	0.595	0.986	0.178	0.593

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	21.0
ACCESS-CM2_BARPA	[-]	31.4	33.2	21.0	41.2	12.2	14.8	1.33	0.421	0.521	0.837	0.493	0.558
ACCESS-CM2_CCAM	[-]	33.3	33.8	21.0	42.1	12.8	17.2	1.94	0.396	0.400	0.744	0.588	0.505
ACCESS-CM2_CMIP6	[-]	56.6	56.6	22.8		33.8	37.7	3.82	0.0962	0.268	0.301	0.259	0.238
ACCESS-ESM1-5_BARPA	[-]	25.2	27.1	21.0	36.3	6.16	10.9	1.58	0.689	0.520	0.816	0.460	0.601
ACCESS-ESM1-5_CCAM	[-]	27.8	28.5	21.0	40.8	7.59	15.3	2.83	0.603	0.366	0.566	0.474	0.475
ACCESS-ESM1-5_CMIP6	[-]	32.7	32.7	21.5		11.2	16.5	4.37	0.377	0.342	0.194	0.977	0.446
CESM2_BARPA	[-]	27.4	28.7	21.0	34.6	7.79	11.5	1.58	0.599	0.534	0.819	0.496	0.596
CESM2_CCAM	[-]	23.2	23.2	21.0	35.9	2.24	14.3	2.67	0.692	0.366	0.608	0.395	0.486
CESM2_CMIP6	[-]	37.9	37.9	21.2		16.8	21.5	1.31	0.265	0.367	0.886	0.567	0.490
CMCC-ESM2_BARPA	[-]	28.5	30.1	21.0	36.5	9.20	12.3	0.770	0.551	0.534	0.906	0.462	0.598
CMCC-ESM2_CCAM	[-]	39.2	40.6	21.0	46.5	19.6	21.3	1.33	0.272	0.550	0.837	0.677	0.578
CMCC-ESM2_CMIP6	[-]	44.7	44.7	21.2		23.6	26.5	4.05	0.184	0.375	0.260	0.245	0.288
CNRM-ESM2-1_CCAM	[-]	30.9	32.1	21.0	46.6	11.1	16.1	1.79	0.488	0.449	0.779	0.341	0.501
CNRM-ESM2-1_CMIP6	[-]	32.2	32.2	18.5		13.7	16.8	2.24	0.283	0.380	0.703	0.168	0.383
EC-Earth3_BARPA	[-]	22.2	24.3	21.0	31.0	3.38	11.2	1.86	0.720	0.498	0.767	0.408	0.578
EC-Earth3_CCAM	[-]	29.1	29.9	21.0	41.2	8.93	16.0	2.70	0.559	0.380	0.582	0.456	0.471
EC-Earth3_CMIP6	[-]	36.7	33.5	22.2	65.3	11.3	21.1	2.65	0.513	0.324	0.581	0.158	0.380
ERA5_BARPA	[-]	30.8	32.8	21.0	41.7	11.9	13.5	1.15	0.439	0.617	0.859	0.449	0.596
ERA5_CCAM	[-]	31.3	31.9	21.0	48.5	11.0	15.4	1.86	0.487	0.473	0.752	0.370	0.511
MPI-ESM1-2-HR_BARPA	[-]	24.4	26.8	21.0	38.3	5.80	12.8	1.12	0.710	0.464	0.867	0.335	0.568
MPI-ESM1-2-HR_CMIP6	[-]	10.5	10.5	22.1		-11.7	17.9	3.75	0.358	0.304	0.343	0.575	0.377
NorESM2-MM_BARPA	[-]	34.0	36.1	21.0	42.7	15.1	17.2	0.874	0.339	0.511	0.899	0.456	0.543
NorESM2-MM_CCAM	[-]	40.3	41.2	21.0	48.0	20.3	22.6	1.08	0.250	0.470	0.858	0.672	0.544
NorESM2-MM_CMIP6	[-]	46.2	46.2	21.2		25.0	30.9	1.73	0.210	0.244	0.794	0.130	0.324

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	25.6
ACCESS-CM2_BARPA	[-]	30.1	31.7	25.6	50.9	6.17	14.7	1.85	0.652	0.361	0.736	0.651	0.552
ACCESS-CM2_CCAM	[-]	31.7	32.0	25.6	51.8	6.40	18.0	2.49	0.622	0.254	0.654	0.763	0.510
ACCESS-CM2_CMIP6	[-]	44.9	44.9	25.4		19.5	30.0	2.57	0.456	0.213	0.608	0.230	0.344
ACCESS-ESM1-5_BARPA	[-]	25.1	26.8	25.6	45.2	1.27	12.0	1.49	0.726	0.438	0.802	0.700	0.621
ACCESS-ESM1-5_CCAM	[-]	26.4	27.3	25.6	48.4	1.71	16.4	2.79	0.742	0.290	0.575	0.675	0.515
ACCESS-ESM1-5_CMIP6	[-]	42.5	42.5	25.7		16.8	25.6	3.59	0.442	0.233	0.388	0.320	0.323
CESM2_BARPA	[-]	28.0	29.6	25.6	49.5	3.99	12.7	1.48	0.731	0.421	0.820	0.594	0.597
CESM2_CCAM	[-]	32.2	32.6	25.6	55.5	7.00	17.1	2.20	0.538	0.339	0.700	0.533	0.490
CESM2_CMIP6	[-]	27.7	27.7	26.5		1.17	17.6	1.14	0.498	0.496	0.885	0.289	0.533
CMCC-ESM2_BARPA	[-]	26.0	27.6	25.6	49.3	2.05	12.4	1.76	0.770	0.424	0.781	0.613	0.603
CMCC-ESM2_CCAM	[-]	40.7	40.7	25.6	63.0	15.1	19.6	2.58	0.358	0.382	0.665	0.839	0.525
CMCC-ESM2_CMIP6	[-]	45.3	45.3	26.5		18.8	23.4	2.40	0.372	0.403	0.631	0.355	0.433
CNRM-ESM2-1_CCAM	[-]	36.1	37.3	25.6	52.1	11.7	17.4	2.08	0.465	0.379	0.712	0.743	0.536
CNRM-ESM2-1_CMIP6	[-]	38.6	38.6	25.5		13.1	20.7	1.99	0.485	0.351	0.707	0.315	0.442
EC-Earth3_BARPA	[-]	29.4	31.5	25.6	50.2	5.88	15.4	1.77	0.601	0.356	0.745	0.605	0.532
EC-Earth3_CCAM	[-]	34.9	35.6	25.6	54.9	10.0	18.2	2.01	0.481	0.315	0.758	0.596	0.493
EC-Earth3_CMIP6	[-]	31.8	31.3	26.1	66.9	5.18	20.6	3.28	0.654	0.227	0.519	0.586	0.443
ERA5_BARPA	[-]	32.7	34.0	25.6	56.5	8.39	12.4	1.10	0.570	0.522	0.876	0.682	0.634
ERA5_CCAM	[-]	31.7	32.5	25.6	54.5	6.97	14.8	2.09	0.637	0.375	0.700	0.620	0.542
MPI-ESM1-2-HR_BARPA	[-]	26.2	27.7	25.6	45.9	2.12	12.9	1.58	0.730	0.392	0.794	0.695	0.601
MPI-ESM1-2-HR_CMIP6	[-]	13.6	13.6	25.7		-12.1	17.8	2.97	0.343	0.322	0.492	0.628	0.421
NorESM2-MM_BARPA	[-]	36.3	38.1	25.6	58.0	12.6	16.5	1.35	0.441	0.461	0.852	0.645	0.572
NorESM2-MM_CCAM	[-]	33.7	33.0	25.6	48.0	7.48	16.4	2.95	0.578	0.318	0.570	0.925	0.542
NorESM2-MM_CMIP6	[-]	41.9	41.9	26.5		15.3	23.4	1.50	0.475	0.393	0.832	0.361	0.491

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	65.3
ACCESS-CM2_BARPA	[-]	55.6	58.0	65.3	98.0	-7.30	18.9	0.843	0.602	0.572	0.923	0.765	0.687
ACCESS-CM2_CCAM	[-]	67.2	69.2	65.3	98.2	3.92	19.5	1.14	0.718	0.520	0.859	0.771	0.678
ACCESS-CM2_CMIP6	[-]	108.	108.	61.3		46.5	57.0	1.81	0.307	0.318	0.774	0.0444	0.353
ACCESS-ESM1-5_BARPA	[-]	61.3	63.8	65.3	102.	-1.44	17.1	0.918	0.694	0.559	0.904	0.836	0.710
ACCESS-ESM1-5_CCAM	[-]	77.8	79.1	65.3	101.	13.9	20.5	1.23	0.602	0.574	0.848	0.926	0.705
ACCESS-ESM1-5_CMIP6	[-]	103.	103.	67.8		34.7	43.2	2.00	0.213	0.310	0.710	0.530	0.415
CESM2_BARPA	[-]	55.9	59.4	65.3	103.	-5.83	17.8	0.844	0.624	0.586	0.914	0.759	0.694
CESM2_CCAM	[-]	83.7	84.5	65.3	127.	19.2	25.4	0.727	0.526	0.556	0.922	0.640	0.640
CESM2_CMIP6	[-]	79.8	79.8	63.8		16.0	20.7	0.670	0.542	0.648	0.912	0.363	0.623
CMCC-ESM2_BARPA	[-]	51.1	54.8	65.3	89.9	-10.5	19.6	0.604	0.581	0.586	0.946	0.791	0.698
CMCC-ESM2_CCAM	[-]	82.2	83.1	65.3	116.	17.9	22.6	0.890	0.535	0.604	0.909	0.872	0.705
CMCC-ESM2_CMIP6	[-]	81.6	81.6	63.8		17.7	21.8	1.10	0.508	0.636	0.873	0.718	0.674
CNRM-ESM2-1_CCAM	[-]	71.3	72.5	65.3	107.	7.21	17.6	1.07	0.678	0.613	0.867	0.713	0.697
CNRM-ESM2-1_CMIP6	[-]	68.5	68.5	64.5		3.94	30.0	2.17	0.437	0.429	0.689	0.194	0.435
EC-Earth3_BARPA	[-]	61.7	64.4	65.3	95.9	-0.828	16.1	0.969	0.738	0.580	0.892	0.826	0.723
EC-Earth3_CCAM	[-]	80.8	81.1	65.3	109.	15.9	21.3	0.874	0.565	0.576	0.896	0.993	0.721
EC-Earth3_CMIP6	[-]	77.2	77.2	65.0		12.2	31.5	0.585	0.609	0.299	0.945	0.925	0.615
ERA5_BARPA	[-]	63.5	65.5	65.3	95.8	0.274	14.3	0.893	0.767	0.623	0.904	0.901	0.764
ERA5_CCAM	[-]	83.7	84.3	65.3	112.	19.0	22.1	1.31	0.501	0.647	0.841	0.982	0.724
MPI-ESM1-2-HR_BARPA	[-]	50.3	53.9	65.3	101.	-11.3	23.3	0.653	0.516	0.520	0.934	0.613	0.620
MPI-ESM1-2-HR_CMIP6	[-]	47.7	47.7	64.5		-16.8	47.7	1.06	0.228	0.453	0.874	0.0611	0.414
NorESM2-MM_BARPA	[-]	70.5	73.5	65.3	111.	8.19	15.1	0.699	0.695	0.675	0.929	0.802	0.755
NorESM2-MM_CCAM	[-]	86.7	87.3	65.3	107.	22.0	25.0	1.40	0.449	0.632	0.829	0.880	0.684
NorESM2-MM_CMIP6	[-]	98.0	98.0	63.8		34.2	36.0	0.883	0.270	0.640	0.913	0.474	0.588