# Precipitation Nowcasting on MeteoNet 100-minute forecasting 1.0 (test) Source: [Precipitation Nowcasting on MeteoNet 100-minute forecasting 1.0 (test)]() Collection index: [llms.txt]() Data updated: 2026-05-14T08:55:44.110Z Evaluation of models performing Precipitation Nowcasting on the 100-minute forecasting version 1.0 test split of the MeteoNet dataset, measured using CSI variants, HSS, LPIPS, and SSIM. 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) | MeteoNet 100-minute forecasting 1.0 (test) | | Metric | CSI (Moderate) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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 (Moderate)](): Higher is better; unit: PERCENT. - [CSI (Threshold 24)](): Higher is better; unit: PERCENT. - [CSI (Threshold 32)](): Higher is better; unit: PERCENT. - [HSS](): Higher is better; unit: PERCENT. - [LPIPS](): Lower is better; unit: SCALAR. - [SSIM](): Higher is better; unit: PERCENT. ## Recorded results | Method | CSI (Moderate) | Result date | Report paper | | --- | --- | --- | --- | | HARECast | 39.33 | Not recorded | 6a055741dbc836b87d828e88 | | DuoCast | 38.92 | Not recorded | 6a055741dbc836b87d828e88 | | AlphaPre | 38.24 | Not recorded | 6a055741dbc836b87d828e88 | | PercpCast | 37.15 | Not recorded | 6a055741dbc836b87d828e88 | | FACL | 36.01 | Not recorded | 6a055741dbc836b87d828e88 | | DiffCast | 35.12 | Not recorded | 6a055741dbc836b87d828e88 | | NowcastNet | 34.27 | Not recorded | 6a055741dbc836b87d828e88 | | EarthFarseer | 34.04 | Not recorded | 6a055741dbc836b87d828e88 | | ConvGRU | 34.01 | Not recorded | 6a055741dbc836b87d828e88 | | PhyDNet | 33.84 | Not recorded | 6a055741dbc836b87d828e88 | | SimVP | 33.51 | Not recorded | 6a055741dbc836b87d828e88 | | CasCast | 32.99 | Not recorded | 6a055741dbc836b87d828e88 | | MAU | 32.33 | Not recorded | 6a055741dbc836b87d828e88 | | Earthformer | 32.05 | Not recorded | 6a055741dbc836b87d828e88 | | FourCastNet | 30.27 | Not recorded | 6a055741dbc836b87d828e88 | | PreDiff | 29.69 | Not recorded | 6a055741dbc836b87d828e88 | | STRPM | 26.06 | Not recorded | 6a055741dbc836b87d828e88 | | MVCD | 23.36 | Not recorded | 6a055741dbc836b87d828e88 | ### HARECast CSI (Moderate): 39.33. Result ID: 6a058da147f34ce924ecb0f1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Mode":"Unimodal"}. This record does not assert independent reproduction. ### DuoCast CSI (Moderate): 38.92. Result ID: 6a058da147f34ce924ecb0f0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Mode":"Unimodal"}. This record does not assert independent reproduction. ### AlphaPre CSI (Moderate): 38.24. Result ID: 6a058da147f34ce924ecb0ee. [Reporting paper]() Recorded evaluation configuration: {"Mode":"Unimodal"}. This record does not assert independent reproduction. ### PercpCast CSI (Moderate): 37.15. Result ID: 6a058da147f34ce924ecb0ef. [Reporting paper]() Recorded evaluation configuration: {"Mode":"Unimodal"}. This record does not assert independent reproduction. ### FACL CSI (Moderate): 36.01. Result ID: 6a058da147f34ce924ecb0ed. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Mode":"Unimodal"}. This record does not assert independent reproduction. ### DiffCast CSI (Moderate): 35.12. Result ID: 6a058da147f34ce924ecb0eb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Mode":"Unimodal"}. This record does not assert independent reproduction. ### NowcastNet CSI (Moderate): 34.27. Result ID: 6a058da147f34ce924ecb0e9. [Reporting paper]() Recorded evaluation configuration: {"Mode":"Unimodal"}. This record does not assert independent reproduction. ### EarthFarseer CSI (Moderate): 34.04. Result ID: 6a058da147f34ce924ecb0e8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Mode":"Unimodal"}. This record does not assert independent reproduction. ### ConvGRU CSI (Moderate): 34.01. Result ID: 6a058da147f34ce924ecb0e0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Mode":"Unimodal"}. This record does not assert independent reproduction. ### PhyDNet CSI (Moderate): 33.84. Result ID: 6a058da147f34ce924ecb0e7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Mode":"Unimodal"}. This record does not assert independent reproduction. ### SimVP CSI (Moderate): 33.51. Result ID: 6a058da147f34ce924ecb0e3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Mode":"Unimodal"}. This record does not assert independent reproduction. ### CasCast CSI (Moderate): 32.99. Result ID: 6a058da147f34ce924ecb0ec. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Mode":"Unimodal"}. This record does not assert independent reproduction. ### MAU CSI (Moderate): 32.33. Result ID: 6a058da147f34ce924ecb0e2. [Reporting paper]() Recorded evaluation configuration: {"Mode":"Unimodal"}. This record does not assert independent reproduction. ### Earthformer CSI (Moderate): 32.05. Result ID: 6a058da147f34ce924ecb0e6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Mode":"Unimodal"}. This record does not assert independent reproduction. ### FourCastNet CSI (Moderate): 30.27. Result ID: 6a058da147f34ce924ecb0e5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Mode":"Unimodal"}. This record does not assert independent reproduction. ### PreDiff CSI (Moderate): 29.69. Result ID: 6a058da147f34ce924ecb0ea. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Mode":"Unimodal"}. This record does not assert independent reproduction. ### STRPM CSI (Moderate): 26.06. Result ID: 6a058da147f34ce924ecb0e4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Mode":"Unimodal"}. This record does not assert independent reproduction. ### MVCD CSI (Moderate): 23.36. Result ID: 6a058da147f34ce924ecb0e1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Mode":"Unimodal"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.