# Conditional Precipitation Intensity Estimation on GSMaP refined with Radar Reference (test)

Source: [Conditional Precipitation Intensity Estimation on GSMaP refined with Radar Reference (test)](<https://www.sota2.com/research/sota/conditional-precipitation-intensity-estimation-on-gsmap-refined-with-radar-reference-test>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-04-14T09:07:19.554Z

Evaluation of models performing Conditional Precipitation Intensity Estimation using the GSMaP refined with Radar Reference dataset (test split).

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 | Conditional Precipitation Intensity Estimation |
| Dataset (including any stated split) | GSMaP refined with Radar Reference (test) |
| Metric | cRMSE |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 10 of 10 |
| 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

- [cRMSE](<https://www.sota2.com/research/sota/conditional-precipitation-intensity-estimation-on-gsmap-refined-with-radar-reference-test.md?metric=cRMSE>): Lower is better; unit: SCALAR.

- [Bias](<https://www.sota2.com/research/sota/conditional-precipitation-intensity-estimation-on-gsmap-refined-with-radar-reference-test.md?metric=Bias>): Lower is better; unit: SCALAR.

- [Improvement (%)](<https://www.sota2.com/research/sota/conditional-precipitation-intensity-estimation-on-gsmap-refined-with-radar-reference-test.md?metric=Improvement%20(%25)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | cRMSE | Result date | Report paper |
| --- | --- | --- | --- |
| NSP | 3.54 | Not recorded | 69ddca3d7d0172140ec79c07 |
| GC | 3.66 | Not recorded | 69ddca3d7d0172140ec79c07 |
| NSP | 4.87 | Not recorded | 69ddca3d7d0172140ec79c07 |
| GC | 5.41 | Not recorded | 69ddca3d7d0172140ec79c07 |
| NSP | 9.24 | Not recorded | 69ddca3d7d0172140ec79c07 |
| GC | 9.72 | Not recorded | 69ddca3d7d0172140ec79c07 |
| NSP | 11.88 | Not recorded | 69ddca3d7d0172140ec79c07 |
| GC | 13.38 | Not recorded | 69ddca3d7d0172140ec79c07 |
| NSP | 14.7 | Not recorded | 69ddca3d7d0172140ec79c07 |
| GC | 21.32 | Not recorded | 69ddca3d7d0172140ec79c07 |

### NSP

cRMSE: 3.54. Result ID: 69de03c347f34ce924c5a027.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca3d7d0172140ec79c07.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69ddca3d7d0172140ec79c07.md>)

Recorded evaluation configuration: {"Threshold (mm/h)":"0.1"}. This record does not assert independent reproduction.

### GC

cRMSE: 3.66. Result ID: 69de03c347f34ce924c5a026.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca3d7d0172140ec79c07.md>)

Recorded evaluation configuration: {"Threshold (mm/h)":"0.1"}. This record does not assert independent reproduction.

### NSP

cRMSE: 4.87. Result ID: 69de03c347f34ce924c5a029.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca3d7d0172140ec79c07.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69ddca3d7d0172140ec79c07.md>)

Recorded evaluation configuration: {"Threshold (mm/h)":"1.0"}. This record does not assert independent reproduction.

### GC

cRMSE: 5.41. Result ID: 69de03c347f34ce924c5a028.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca3d7d0172140ec79c07.md>)

Recorded evaluation configuration: {"Threshold (mm/h)":"1.0"}. This record does not assert independent reproduction.

### NSP

cRMSE: 9.24. Result ID: 69de03c347f34ce924c5a02b.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca3d7d0172140ec79c07.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69ddca3d7d0172140ec79c07.md>)

Recorded evaluation configuration: {"Threshold (mm/h)":"5.0"}. This record does not assert independent reproduction.

### GC

cRMSE: 9.72. Result ID: 69de03c347f34ce924c5a02a.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca3d7d0172140ec79c07.md>)

Recorded evaluation configuration: {"Threshold (mm/h)":"5.0"}. This record does not assert independent reproduction.

### NSP

cRMSE: 11.88. Result ID: 69de03c347f34ce924c5a02d.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca3d7d0172140ec79c07.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69ddca3d7d0172140ec79c07.md>)

Recorded evaluation configuration: {"Threshold (mm/h)":"10.0"}. This record does not assert independent reproduction.

### GC

cRMSE: 13.38. Result ID: 69de03c347f34ce924c5a02c.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca3d7d0172140ec79c07.md>)

Recorded evaluation configuration: {"Threshold (mm/h)":"10.0"}. This record does not assert independent reproduction.

### NSP

cRMSE: 14.7. Result ID: 69de03c347f34ce924c5a02f.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca3d7d0172140ec79c07.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69ddca3d7d0172140ec79c07.md>)

Recorded evaluation configuration: {"Threshold (mm/h)":"25.0"}. This record does not assert independent reproduction.

### GC

cRMSE: 21.32. Result ID: 69de03c347f34ce924c5a02e.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca3d7d0172140ec79c07.md>)

Recorded evaluation configuration: {"Threshold (mm/h)":"25.0"}. This record does not assert independent reproduction.

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