Globe

	Download Data	Period Mean (original grids) [1e-6 mol L-1]	Model Period Mean (intersection) [1e-6 mol L-1]	Benchmark Period Mean (intersection) [1e-6 mol L-1]	Model Period Mean (complement) [1e-6 mol L-1]	Benchmark Period Mean (complement) [1e-6 mol L-1]		Bias [1e-6 mol L-1]	RMSE [1e-6 mol L-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	245.
CanESM5	[-]	248.	248.	245.	257.	284.		3.16	10.7	1.76		0.530	0.448	0.750	0.993	0.634
CESM1-BGC	[-]	246.	246.	245.	253.	289.		1.29	10.3	1.63		0.585	0.430	0.773	0.998	0.643
CESM2	[-]	243.	249.	245.	255.	293.		4.10	11.2	1.68		0.473	0.431	0.761	0.997	0.618
CESM2-WACCM	[-]	243.	247.	245.	254.	293.		2.46	10.5	1.64		0.520	0.431	0.767	0.997	0.629
CNRM-CM5	[-]	181.	253.	245.	23.7			8.08	13.7	1.62		0.350	0.433	0.777	0.997	0.598
CNRM-ESM2	[-]	246.	246.	245.	255.	268.		1.23	9.87	1.62		0.559	0.432	0.776	0.997	0.639
GFDL-CM4	[-]	247.	246.	245.	248.	300.		0.990	9.81	1.67		0.576	0.425	0.767	0.995	0.638
GFDL-ESM2G	[-]	244.	243.	243.	253.	352.		-0.163	11.2	1.70		0.511	0.406	0.759	0.996	0.616
GFDL-ESM2M	[-]	242.	242.	243.	250.	341.		-2.05	11.3	1.63		0.532	0.405	0.775	0.994	0.622
GFDL-ESM4	[-]	249.	248.	245.	263.	300.		3.58	10.2	1.68		0.514	0.425	0.765	0.996	0.625
HadGEM2-ES	[-]	256.	250.	245.	266.	263.		5.35	11.6	1.70		0.458	0.412	0.759	0.998	0.608
IPSL-CM5A-LR	[-]	258.	258.	244.	266.	274.		13.3	16.7	1.72		0.258	0.412	0.758	0.998	0.568
IPSL-CM5A-MR	[-]	256.	256.	244.	264.	274.		11.7	15.0	1.66		0.285	0.421	0.767	0.998	0.579
IPSL-CM6A-LR	[-]	248.	248.	245.	261.	266.		2.90	11.0	1.66		0.528	0.407	0.766	0.999	0.621
meanCMIP5	[-]	186.	252.	245.	36.7			6.91	10.9	1.58		0.432	0.462	0.781	0.999	0.627
meanCMIP6	[-]	248.	248.	245.	255.	212.		3.06	9.01	1.52		0.562	0.471	0.791	0.999	0.658
MIROC-ES2L	[-]	244.	244.	245.	254.	253.		-0.963	11.8	1.67		0.450	0.453	0.762	0.964	0.616
MPI-ESM-LR	[-]	251.	250.	245.	257.	264.		5.73	13.0	1.72		0.475	0.385	0.758	0.996	0.600
MPI-ESM-MR	[-]	249.	249.	245.	260.	291.		4.36	12.4	1.74		0.516	0.382	0.755	0.994	0.606
MPI-ESM1-2-HR	[-]	251.	251.	245.	261.	280.		6.31	12.3	1.71		0.487	0.396	0.760	0.998	0.607
NorESM1-ME	[-]	252.	251.	245.	257.	288.		6.77	14.0	1.96		0.418	0.358	0.712	0.996	0.569
NorESM2-LM	[-]	245.	245.	245.	259.	292.		0.324	10.3	1.85		0.550	0.414	0.732	0.999	0.622
UKESM	[-]	252.	252.	245.	262.	277.		7.03	11.3	1.60		0.424	0.452	0.777	0.999	0.621

Globe

	Download Data	Temperaturesurface Hellinger Distance [1]		Temperaturesurface RMSE Score [1]	Overall Score [1]
CanESM5	[-]	0.205		0.988	0.988
CESM1-BGC	[-]	0.274		0.988	0.988
CESM2	[-]	0.311		0.979	0.979
CNRM-CM5	[-]	0.502		0.964	0.964
CNRM-ESM2	[-]	0.198		0.991	0.991
GFDL-CM4	[-]	0.156		0.987	0.987
GFDL-ESM2G	[-]	0.184		0.987	0.987
GFDL-ESM2M	[-]	0.204		0.989	0.989
GFDL-ESM4	[-]	0.263		0.987	0.987
HadGEM2-ES	[-]	0.309		0.975	0.975
IPSL-CM5A-LR	[-]	0.462		0.970	0.970
IPSL-CM5A-MR	[-]	0.482		0.970	0.970
IPSL-CM6A-LR	[-]	0.173		0.986	0.986
meanCMIP5	[-]	0.376		0.978	0.978
meanCMIP6	[-]	0.165		0.993	0.993
MPI-ESM-LR	[-]	0.284		0.977	0.977
MPI-ESM-MR	[-]	0.264		0.977	0.977
MPI-ESM1-2-HR	[-]	0.255		0.981	0.981
NorESM1-ME	[-]	0.305		0.980	0.980
NorESM2-LM	[-]
UKESM	[-]	0.258		0.984	0.984

Globe Temporally integrated period mean Temporally integrated period mean max month Temporally integrated mean phase shift Temporally integrated mean phase shift score Temporally integrated period mean bias Temporally integrated period mean bias score Temporally integrated period mean rmse Temporally integrated period mean rmse score Spatially integrated regional mean cycle Spatially integrated regional mean detrended cycle Spatially integrated regional mean Relationship with Temperaturesurface Relationship with diff_Temperaturesurface Relationship with func_Temperaturesurface