Precipitation forecasting

Benchmarks

Dataset Name	SOTA Method	Metric
SEVIR (test)	IAM4VP	MSE2.9371	47	1mo ago
Ban Nhung Basin	MP-MoE	MAE (1h)0.357	18	4mo ago
Song Chay Basin	MP-MoE	MAE (1h)0.282	15	4mo ago
Radar Echo	MotionRNN	CSI (Threshold 30)67.8	14	5mo ago
CONUS Mar 2023 Spring Transition		Pearson Correlation Coefficient (r)1.27	12	1mo ago
CONUS Jun 2022 Summer Convective	GraphCast	Correlation (r)0.55	12	1mo ago
CONUS Dec 2022 Winter Storm Elliott	GraphCast	Correlation Coefficient (r)0.89	12	1mo ago
S-band radar composite reflectivity data Eastern China 6-120 min (20-frame) (test)	PredRNNv2	MAE0.043	8	2mo ago
USA	ConvGRU	Parameters (M)0.045	6	3mo ago
USA ERA5 (test)	Ours	POD (0.2 mm/h)47.1	6	3mo ago
Hubei (test)	Ours	POD (20 dBZ)41	5	3mo ago
Torrential Rain (low-level jet)	U-Net G&S	TS0.016	4	18d ago
Torrential Rain low-level shear	U-Net G&S	TS0.089	4	18d ago
Torrential Rain (Subtropical high)	U-Net G&S	TS11.2	4	18d ago
Torrential Rain tropical cyclone	U-Net G&S	TS (Threat Score)0.199	4	18d ago
Torrential Rain extratropical cyclone	U-Net G&S	TS11.3	4	18d ago
Torrential Rain (trough)	U-Net G&S	TS0.04	4	18d ago
WeatherBench 2		RMSE (0-6h)0.57	2	4mo ago

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