Precipitation Nowcasting on CIKM benchmark leaderboard · SOTA2 Research

Precipitation Nowcasting on CIKM

29.58CSI-35SDIR

Evaluation Results

Method	Links
SDIR2026.06		29.58	—	23.58	—	55.74	65.58	48.07	40.89	34.4	47.24	68.85	39.71	40.43	600.37
Earthformer2026.06		24.47	—	19.56	—	49.03	60.35	42.34	34.61	29.06	41.59	63.63	34.08	35.44	674.99
PhyDNet2026.06		24.18	—	18.42	—	43.06	61.97	41.18	34.32	27.63	41.28	65.99	33.92	35.63	694.99
DiffCast2026.06		23.63	—	18.06	—	47.1	61.26	40.8	33.64	27.14	40.71	64.43	32.96	34.77	669.01
DuoCast2024.12		22.75	31.79	15.62	42.17	66.59	—	—	—	—	—	—	—	—	—
MIMO2026.06		21.18	—	17.25	—	51.8	62.53	38.42	30.06	26.75	39.44	66.8	32.7	34.48	687.67
AlphaPre2024.12		20.68	31.94	14.16	41.37	65.68	—	—	—	—	—	—	—	—	—
MAU2024.12		20.54	30.39	12.41	39.28	63.25	—	—	—	—	—	—	—	—	—
PhyDNet2024.12		20.52	30.38	12.87	39.31	65.41	—	—	—	—	—	—	—	—	—
EarthFarseer2024.12		20.46	30	12.59	39.11	63.73	—	—	—	—	—	—	—	—	—
SimVP2024.12		20.44	30.52	13.21	39.55	65.38	—	—	—	—	—	—	—	—	—
Earthformer2024.12		20.39	30.77	13.69	40.01	62.67	—	—	—	—	—	—	—	—	—
PredRNN2026.06		20.33	—	16.48	—	51.57	61.72	37.07	26.54	24.14	37.37	64.65	32.91	33.59	784.84
DiffCast2024.12		20.09	31.59	14.57	40.85	64.99	—	—	—	—	—	—	—	—	—
FACL2024.12		19.93	31.05	13.54	39.96	64.42	—	—	—	—	—	—	—	—	—
CasCast2024.12		19.74	30.21	11.42	38.06	52.41	—	—	—	—	—	—	—	—	—
NowcastNet2024.12		19.4	29.91	11.88	38.65	67.13	—	—	—	—	—	—	—	—	—
AlphaPre2026.06		18.81	—	14.02	—	47.75	60.58	36.43	27.32	20.98	36.33	62.72	28.13	30.92	661.4
FourCastNet2024.12		18.49	29.8	10.15	38.01	43.59	—	—	—	—	—	—	—	—	—
PreDiff2024.12		18.48	28.42	10.02	34.81	55.82	—	—	—	—	—	—	—	—	—
SimVP2026.06		17.77	—	9.44	—	44.82	60.6	38.39	26.8	15.93	35.43	64.07	30.59	30.47	707.43
ConvLSTM2026.06		15.02	—	12.62	—	48.6	51.98	32.01	22.2	19.49	31.42	52.58	24.38	26.15	738.05