# Semantic Segmentation on PlanetScope Hurricane Ida (test)

Source: [Semantic Segmentation on PlanetScope Hurricane Ida (test)](<https://www.sota2.com/research/sota/semantic-segmentation-on-planetscope-hurricane-ida-test>)

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

Data updated: 2026-03-25T14:26:50.649Z

Evaluation of Semantic Segmentation performance on the test split of the PlanetScope Hurricane Ida dataset, reporting IoU and F1 scores.

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 | Semantic Segmentation |
| Dataset (including any stated split) | PlanetScope Hurricane Ida (test) |
| Metric | mIoU |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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

- [mIoU](<https://www.sota2.com/research/sota/semantic-segmentation-on-planetscope-hurricane-ida-test.md?metric=mIoU>): Higher is better; unit: PERCENT.

- [F1 Score](<https://www.sota2.com/research/sota/semantic-segmentation-on-planetscope-hurricane-ida-test.md?metric=F1%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mIoU | Result date | Report paper |
| --- | --- | --- | --- |
| UNet (6-band) | 85.2 | Not recorded | 69c36bf40636e5bf4afc63bb |
| UNet (4-band) | 85.07 | Not recorded | 69c36bf40636e5bf4afc63bb |
| Random Forest | 70.8 | Not recorded | 69c36bf40636e5bf4afc63bb |

### UNet (6-band)

mIoU: 85.2. Result ID: 69c3ef9b47f34ce924adbf79.

[Reporting paper](<https://www.sota2.com/research/paper/69c36bf40636e5bf4afc63bb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c36bf40636e5bf4afc63bb.md>)

Recorded evaluation configuration: {"Bands":"RGB, NIR, Slope, HAND","Train/Test":"768/320 crops (128x128)","Backbone":"ResNet18"}. This record does not assert independent reproduction.

### UNet (4-band)

mIoU: 85.07. Result ID: 69c3ef9b47f34ce924adbf78.

[Reporting paper](<https://www.sota2.com/research/paper/69c36bf40636e5bf4afc63bb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c36bf40636e5bf4afc63bb.md>)

Recorded evaluation configuration: {"Bands":"RGB, NIR","Train/Test":"768/320 crops (128x128)","Backbone":"ResNet18"}. This record does not assert independent reproduction.

### Random Forest

mIoU: 70.8. Result ID: 69c3ef9b47f34ce924adbf77.

[Reporting paper](<https://www.sota2.com/research/paper/69c36bf40636e5bf4afc63bb.md>)

Recorded evaluation configuration: {"Bands":"RGB, NIR, Slope, HAND, NDWI","Train/Test":"50% pixels, handcrafted tile"}. This record does not assert independent reproduction.

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