# Precipitation Estimation on Kyushu (Japan) regional dataset Source: [Precipitation Estimation on Kyushu (Japan) regional dataset]() Collection index: [llms.txt]() Data updated: 2026-04-14T09:07:19.598Z Evaluation of models performing Precipitation Estimation using RMSE (r and g components) and correlation metrics on the Kyushu (Japan) regional dataset. 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 Estimation | | Dataset (including any stated split) | Kyushu (Japan) regional dataset | | Metric | RMSE (r) | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 13 of 13 | | 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 - [RMSE (r)](): Lower is better; unit: SCALAR. - [RMSE (g)](): Lower is better; unit: SCALAR. - [Correlation (r)](): Higher is better; unit: SCALAR. ## Recorded results | Method | RMSE (r) | Result date | Report paper | | --- | --- | --- | --- | | NSP | 1.119 | Not recorded | 69ddca3d7d0172140ec79c07 | | IDW | 1.272 | Not recorded | 69ddca3d7d0172140ec79c07 | | GSMaP GC | 1.288 | Not recorded | 69ddca3d7d0172140ec79c07 | | U-Net | 1.324 | Not recorded | 69ddca3d7d0172140ec79c07 | | ConvCNP | 1.363 | Not recorded | 69ddca3d7d0172140ec79c07 | | XGBoost | 1.501 | Not recorded | 69ddca3d7d0172140ec79c07 | | GSMaP | 1.508 | Not recorded | 69ddca3d7d0172140ec79c07 | | Kriging | 1.64 | Not recorded | 69ddca3d7d0172140ec79c07 | | Linear regression | 1.688 | Not recorded | 69ddca3d7d0172140ec79c07 | | Cokriging | 1.715 | Not recorded | 69ddca3d7d0172140ec79c07 | | EMOS | 1.738 | Not recorded | 69ddca3d7d0172140ec79c07 | | CNP | 1.779 | Not recorded | 69ddca3d7d0172140ec79c07 | | GWR | 1.788 | Not recorded | 69ddca3d7d0172140ec79c07 | ### NSP RMSE (r): 1.119. Result ID: 69de03c347f34ce924c5a042. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### IDW RMSE (r): 1.272. Result ID: 69de03c347f34ce924c5a040. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GSMaP GC RMSE (r): 1.288. Result ID: 69de03c347f34ce924c5a041. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### U-Net RMSE (r): 1.324. Result ID: 69de03c347f34ce924c5a03f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ConvCNP RMSE (r): 1.363. Result ID: 69de03c347f34ce924c5a03e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### XGBoost RMSE (r): 1.501. Result ID: 69de03c347f34ce924c5a03d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GSMaP RMSE (r): 1.508. Result ID: 69de03c347f34ce924c5a03c. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Kriging RMSE (r): 1.64. Result ID: 69de03c347f34ce924c5a03b. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Linear regression RMSE (r): 1.688. Result ID: 69de03c347f34ce924c5a03a. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Cokriging RMSE (r): 1.715. Result ID: 69de03c347f34ce924c5a039. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### EMOS RMSE (r): 1.738. Result ID: 69de03c347f34ce924c5a038. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CNP RMSE (r): 1.779. Result ID: 69de03c347f34ce924c5a037. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GWR RMSE (r): 1.788. Result ID: 69de03c347f34ce924c5a036. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.