# Semantic Segmentation on Poiqu Basin (test)

Source: [Semantic Segmentation on Poiqu Basin (test)](<https://www.sota2.com/research/sota/semantic-segmentation-on-poiqu-basin-test>)

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

Data updated: 2026-05-22T07:06:38.987Z

Evaluation of Semantic Segmentation performance on the test split of the Poiqu Basin dataset, reporting class-specific Recall metrics for glaciers, water bodies, vegetation, and background, along with Mean Recall.

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) | Poiqu Basin (test) |
| Metric | Recall (clean-ice glaciers) |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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

- [Recall (clean-ice glaciers)](<https://www.sota2.com/research/sota/semantic-segmentation-on-poiqu-basin-test.md?metric=Recall%20(clean-ice%20glaciers)>): Higher is better; unit: PERCENT.

- [Recall (Debris-covered glaciers)](<https://www.sota2.com/research/sota/semantic-segmentation-on-poiqu-basin-test.md?metric=Recall%20(Debris-covered%20glaciers)>): Higher is better; unit: PERCENT.

- [Recall (Water bodies)](<https://www.sota2.com/research/sota/semantic-segmentation-on-poiqu-basin-test.md?metric=Recall%20(Water%20bodies)>): Higher is better; unit: PERCENT.

- [Recall (Vegetation)](<https://www.sota2.com/research/sota/semantic-segmentation-on-poiqu-basin-test.md?metric=Recall%20(Vegetation)>): Higher is better; unit: PERCENT.

- [Recall (Background)](<https://www.sota2.com/research/sota/semantic-segmentation-on-poiqu-basin-test.md?metric=Recall%20(Background)>): Higher is better; unit: PERCENT.

- [Mean Recall](<https://www.sota2.com/research/sota/semantic-segmentation-on-poiqu-basin-test.md?metric=Mean%20Recall>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Recall (clean-ice glaciers) | Result date | Report paper |
| --- | --- | --- | --- |
| CryoNet | 97.3 | Not recorded | 6a0fe2e1f984739ed6739b96 |
| SegFormer | 95.4 | Not recorded | 6a0fe2e1f984739ed6739b96 |
| DeepLabV3+ | 95.32 | Not recorded | 6a0fe2e1f984739ed6739b96 |
| U-Net | 91.96 | Not recorded | 6a0fe2e1f984739ed6739b96 |

### CryoNet

Recall (clean-ice glaciers): 97.3. Result ID: 6a10007dfbc373592c0872fc.

[Reporting paper](<https://www.sota2.com/research/paper/6a0fe2e1f984739ed6739b96.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0fe2e1f984739ed6739b96.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### SegFormer

Recall (clean-ice glaciers): 95.4. Result ID: 6a10007dfbc373592c0872fe.

[Reporting paper](<https://www.sota2.com/research/paper/6a0fe2e1f984739ed6739b96.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b2d1e209131cea2c997.md>)

[Implementation](<https://www.sota2.com/github.com/NVlabs/SegFormer>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### DeepLabV3+

Recall (clean-ice glaciers): 95.32. Result ID: 6a10007dfbc373592c0872fd.

[Reporting paper](<https://www.sota2.com/research/paper/6a0fe2e1f984739ed6739b96.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64b91e209131cea06121.md>)

[Implementation](<https://github.com/tensorflow/models/tree/master/research/deeplab>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### U-Net

Recall (clean-ice glaciers): 91.96. Result ID: 6a10007dfbc373592c0872ff.

[Reporting paper](<https://www.sota2.com/research/paper/6a0fe2e1f984739ed6739b96.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa61e11e209131ce9f653d.md>)

[Implementation](<http://lmb.informatik.uni-freiburg.de/people/ronneber/u-net>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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