Precipitation Nowcasting on SEVIR (CSI variants, RMSE, FSS, HSS, FAR) benchmark leaderboard · SOTA2 Research

Precipitation Nowcasting on SEVIR (CSI variants, RMSE, FSS, HSS, FAR)

0.43CSI-M (P1)RainODE

Evaluation Results

Method	Links
RainODE2026.06		0.43	0.464	0.544	0.766	0.304	0.177	0.06	0.564	0.558	0.399
Earthformer2026.06		0.426	0.425	0.435	0.768	0.3	0.134	0.057	0.565	0.55	0.284
Latent ODE2026.06		0.425	0.426	0.437	0.762	0.302	0.148	0.059	0.558	0.551	0.284
exPreCast2026.06		0.42	0.452	0.538	0.755	0.296	0.145	0.062	0.557	0.545	0.404
SimVP2026.06		0.415	0.419	0.438	0.761	0.29	0.131	0.06	0.554	0.539	0.308
CasCast2026.06		0.415	0.45	0.54	0.742	0.292	0.16	0.068	0.442	0.542	0.437
PreDiff2026.06		0.338	0.365	0.454	0.699	0.2	0.086	0.078	0.486	0.448	0.505
3D U-Net2026.06		0.332	0.334	0.361	0.746	0.188	0.038	0.064	0.461	0.431	0.238