Precipitation Nowcasting on HKO-7 (test) benchmark leaderboard · SOTA2 Research

Precipitation Nowcasting on HKO-7 (test)

55.63CSI (r >= 0.5)TrajGRU

Evaluation Results

Method	Links
TrajGRU2017.06		55.63	47.98	38.08	29.14	19.33	67.6	61.64	52.53	43.08	31.11	5,589	14,465
TrajGRU2017.06		55.28	47.59	37.51	28.35	18.56	67.31	61.26	51.92	42.07	29.96	5,816	14,675
ConvGRU2017.06		55.11	47.37	37.42	28.43	18.37	67.12	61.05	51.83	42.26	29.81	5,724	14,772
ConvGRU2017.06		54.89	47.31	37.2	27.89	17.76	67.01	61.04	51.63	41.59	28.93	5,951	15,000
ConvGRU-nobal2017.06		54.76	46.61	35.26	21.38	7.12	67.56	60.94	49.81	32.86	11.6	9,087	19,642
2D CNN2017.06		51.12	43.63	33.64	24.35	12.63	63.65	57.56	47.9	37.44	21.62	6,654	17,071
3D CNN2017.06		51.09	44.11	34.15	24.24	11.85	63.34	58.25	48.62	37.34	20.34	7,202	17,593
3D CNN2017.06		51.06	43.44	33.45	24.27	12.99	63.55	57.36	47.66	37.33	22.2	6,690	16,903
2D CNN2017.06		50.95	43.96	34.06	23.92	10.93	63.66	58.09	48.51	36.9	18.85	7,332	18,091
ROVER + Linear2017.06		47.62	40.89	31.51	21.46	10.67	60.38	54.73	45.16	33.01	17.62	11,651	23,437
ROVER + Non-linear2017.06		46.55	40.74	32.26	21.64	9.51	58.96	54.36	45.9	33.18	15.76	10,945	22,857
Last Frame2017.06		40.22	32.66	24.01	15.74	6.92	52.07	45.31	35.82	25.12	11.93	15,274	28,042