# Semantic Segmentation on AIR-PolSAR-Seg

Source: [Semantic Segmentation on AIR-PolSAR-Seg](<https://www.sota2.com/research/sota/semantic-segmentation-on-air-polsar-seg>)

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

Data updated: 2026-02-26T06:10:25.435Z

Evaluation of Semantic Segmentation performance on the AIR-PolSAR-Seg dataset, reporting Mean Intersection over Union (mIoU).

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) | AIR-PolSAR-Seg |
| Metric | mIoU |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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-air-polsar-seg.md?metric=mIoU>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mIoU | Result date | Report paper |
| --- | --- | --- | --- |
| SkySense | 56.04 | Not recorded | 68fa729f1e209131cea579ad |
| CROMA | 53.9 | Not recorded | 68fa729f1e209131cea579ad |

### SkySense

mIoU: 56.04. Result ID: 69924acf3a6c3148490dee36.

[Reporting paper](<https://www.sota2.com/research/paper/68fa729f1e209131cea579ad.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa729f1e209131cea579ad.md>)

Recorded evaluation configuration: {"Sensor":"Gaofen-3 (SAR)"}. This record does not assert independent reproduction.

### CROMA

mIoU: 53.9. Result ID: 69924acf3a6c3148490dee35.

[Reporting paper](<https://www.sota2.com/research/paper/68fa729f1e209131cea579ad.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71121e209131cea4f16d.md>)

Recorded evaluation configuration: {"Sensor":"Gaofen-3 (SAR)"}. This record does not assert independent reproduction.

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