Temperature Forecasting on ERA5 (test) (1d-10d Lead Times) benchmark leaderboard · SOTA2 Research

Temperature Forecasting on ERA5 (test) (1d-10d Lead Times)

0.407RMSE (1d)GraphCast

Evaluation Results

Method	Links
GraphCast2026.01		0.407	0.605	0.839	1.13	1.46	1.82	2.18	2.53	2.83	3.11
PARADIS2026.01		0.41	0.605	0.834	1.11	1.44	1.8	2.17	2.52	2.84	3.11
PARADIS AMSE2026.01		0.426	0.639	0.89	1.19	1.56	1.95	2.35	2.74	3.06	3.35
Pangu2026.01		0.462	0.654	0.904	1.21	1.58	1.96	2.34	2.73	3.05	3.33
HRES2026.01		0.476	0.729	1.01	1.33	1.7	2.08	2.48	2.84	3.15	3.4
PARADIS2026.01		0.543	0.715	0.892	1.1	1.37	1.66	1.96	2.24	2.5	2.71
GraphCast2026.01		0.556	0.718	0.893	1.11	1.38	1.67	1.98	2.28	2.55	2.77
GraphCast2026.01		0.566	0.776	0.997	1.27	1.61	1.99	2.37	2.75	3.1	3.38
PARADIS AMSE2026.01		0.574	0.764	0.957	1.18	1.47	1.77	2.09	2.39	2.64	2.85
PARADIS2026.01		0.579	0.786	0.999	1.26	1.59	1.96	2.35	2.71	3.05	3.33
PARADIS AMSE2026.01		0.603	0.822	1.05	1.33	1.68	2.08	2.49	2.87	3.22	3.5
Pangu2026.01		0.643	0.815	1.01	1.25	1.53	1.84	2.16	2.45	2.71	2.93
Pangu2026.01		0.678	0.88	1.11	1.41	1.76	2.16	2.56	2.94	3.29	3.59
HRES2026.01		0.682	0.903	1.1	1.33	1.61	1.92	2.22	2.52	2.76	2.96
HRES2026.01		0.737	1.03	1.29	1.59	1.93	2.32	2.72	3.1	3.43	3.7