Radar Nowcasting on SEVIR benchmark leaderboard · SOTA2 Research

Radar Nowcasting on SEVIR

75.1SSIMOmni-Weather

Evaluation Results

Method	Links
Omni-Weather2025.12		75.1	35.3	2.86	42.1	54.2	0.028	0.166	—	—	—	—
Cascast2025.12		74.6	38.4	2.72	41.4	51.8	0.031	0.207	—	—	—	—
Omni-Weather2025.12		74.6	38.4	2.69	42.7	53.9	0.026	0.179	—	—	—	—
Diffcast2025.12		73.9	37.5	2.43	40.7	51.1	0.033	0.235	—	—	—	—
Earthformer2025.12		72.9	38.9	1.92	40.1	38.7	0.037	0.322	—	—	—	—
PredRNN2025.12		72.38	35.53	—	—	—	—	0.2708	37.02	41.53	46.21	—
ConvLSTM2025.12		72.16	34.58	—	—	—	—	0.3025	34.11	36.07	44.67	—
SimVP2025.12		72.09	37.88	—	—	—	—	0.2793	38.03	41.6	49.2	—
STLDM2025.12		71.83	38.04	—	—	—	—	0.1929	46.62	61.78	50.24	—
Earthformer2025.12		71.02	35.56	—	—	—	—	0.3254	35.33	38.38	46.11	—
DiffCast2025.12		69.79	35.8	—	—	—	—	0.1948	45.55	62.81	47.51	—
Earthformer2025.05		67.73	—	—	26.17	29.1	—	0.414	—	—	30.73	25.13
PhyDnet2025.05		67.64	—	—	26.85	30.05	—	0.3785	—	—	31.24	25.6
ConvGRU2025.05		65.32	—	—	25.54	30.5	—	0.3766	—	—	28.34	24.16
Earthformer2025.11		65.21	—	—	27.04	30.46	—	0.4112	—	—	30.16	25.19
STRPM2025.05		65.13	—	—	32.43	49.59	—	0.2577	—	—	32.77	25.12
PercpCast2025.11		64.29	—	—	39.46	52.39	—	0.1997	—	—	40.52	31.03
MAU2025.05		63.61	—	—	25.66	28.61	—	0.3933	—	—	30.04	24.63
DiffCast2025.05		63.54	—	—	41.22	56.83	—	0.1812	—	—	40.33	30.77
RectiCast2025.11		63.31	—	—	41.39	58.06	—	0.1894	—	—	42.01	32.69
DiffCast2025.11		63.05	—	—	39.88	56.41	—	0.1836	—	—	40.28	31.05
SimVP2025.05		63.04	—	—	28.44	34.52	—	0.3914	—	—	33.69	26.62
SimVP2025.11		62.91	—	—	30.14	33.35	—	0.3909	—	—	35.43	28.73
PreDiff2025.12		62.79	32.76	—	—	—	—	0.2217	42.71	60.96	44.98	—
CasCast2025.11		61.29	—	—	38.36	54.32	—	0.1977	—	—	38.89	30.41
ConvLSTM2025.11		60.67	—	—	29.03	32.68	—	0.3928	—	—	34.12	27.92
RainPro-2R2025.05		59.66	—	—	38.34	41.71	—	0.2353	—	—	45.01	35.24
LDCast2025.12		57.72	21.93	—	—	—	—	0.2906	28.98	45.98	29.95	—
Prediff2025.11		54.23	—	—	31.24	42.11	—	0.2804	—	—	30.96	23.77
MCVD2025.05		52.65	—	—	30.2	47.06	—	0.217	—	—	27.43	21.48
PreDiff2025.05		51.85	—	—	30.41	40.28	—	0.2851	—	—	29.86	23.04