# Precipitation nowcasting on Radar Echo dataset (test) Source: [Precipitation nowcasting on Radar Echo dataset (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:38:50.941Z Evaluation of models performing precipitation nowcasting on the test split of the Radar Echo dataset, measured using metrics like Rainfall-MSE, CSI, FAR, POD, and Correlation. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Precipitation nowcasting | | Dataset (including any stated split) | Radar Echo dataset (test) | | Metric | CSI@30 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 17 of 17 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [CSI@30](): Higher is better; unit: PERCENT. - [Rainfall MSE](): Lower is better; unit: SCALAR. - [CSI](): Higher is better; unit: PERCENT. - [FAR](): Lower is better; unit: PERCENT. - [POD](): Higher is better; unit: PERCENT. - [Correlation](): Higher is better; unit: SCALAR. - [CLL](): Lower is better; unit: SCALAR. - [CSI@40](): Higher is better; unit: PERCENT. - [CSI@50](): Higher is better; unit: PERCENT. ## Recorded results | Method | CSI@30 | Result date | Report paper | | --- | --- | --- | --- | | MIM + MotionRNN | 43.1 | Not recorded | 68fa6a5a1e209131cea27a59 | | MIM | 42.9 | Not recorded | 68fa6a5a1e209131cea27a59 | | PredRNN + MotionRNN | 42.4 | Not recorded | 68fa6a5a1e209131cea27a59 | | ConvLSTM + MotionRNN | 41.1 | Not recorded | 68fa6a5a1e209131cea27a59 | | PredRNN | 40.1 | Not recorded | 68fa6a5a1e209131cea27a59 | | ConvLSTM | 38.5 | Not recorded | 68fa6a5a1e209131cea27a59 | | E3D-LSTM + MotionRNN | 37.9 | Not recorded | 68fa6a5a1e209131cea27a59 | | E3D-LSTM | 35 | Not recorded | 68fa6a5a1e209131cea27a59 | | TrajGRU | 25.1 | Not recorded | 68fa6a5a1e209131cea27a59 | ### MIM + MotionRNN CSI@30: 43.1. Result ID: 698e2dfeffc3901de09b727c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"backbone":"MIM","MotionRNN":"enabled"}. This record does not assert independent reproduction. ### MIM CSI@30: 42.9. Result ID: 698e2dfeffc3901de09b727b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"backbone":"MIM"}. This record does not assert independent reproduction. ### PredRNN + MotionRNN CSI@30: 42.4. Result ID: 698e2dfeffc3901de09b727a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"backbone":"PredRNN","MotionRNN":"enabled"}. This record does not assert independent reproduction. ### ConvLSTM + MotionRNN CSI@30: 41.1. Result ID: 698e2dfeffc3901de09b7278. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"backbone":"ConvLSTM","MotionRNN":"enabled"}. This record does not assert independent reproduction. ### PredRNN CSI@30: 40.1. Result ID: 698e2dfeffc3901de09b7279. [Reporting paper]() Recorded evaluation configuration: {"backbone":"PredRNN"}. This record does not assert independent reproduction. ### ConvLSTM CSI@30: 38.5. Result ID: 698e2dfeffc3901de09b7277. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"backbone":"ConvLSTM"}. This record does not assert independent reproduction. ### E3D-LSTM + MotionRNN CSI@30: 37.9. Result ID: 698e2dfeffc3901de09b7276. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"backbone":"E3D-LSTM","MotionRNN":"enabled"}. This record does not assert independent reproduction. ### E3D-LSTM CSI@30: 35. Result ID: 698e2dfeffc3901de09b7275. [Reporting paper]() Recorded evaluation configuration: {"backbone":"E3D-LSTM"}. This record does not assert independent reproduction. ### TrajGRU CSI@30: 25.1. Result ID: 698e2dfeffc3901de09b7274. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"backbone":"TrajGRU"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.