# Semantic Segmentation on SegMunich in-distribution (test)

Source: [Semantic Segmentation on SegMunich in-distribution (test)](<https://www.sota2.com/research/sota/semantic-segmentation-on-segmunich-in-distribution-test>)

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

Data updated: 2026-02-26T06:10:48.757Z

Evaluation of Semantic Segmentation performance on the test split of the SegMunich in-distribution dataset, reporting 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) | SegMunich in-distribution (test) |
| Metric | mIoU |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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-segmunich-in-distribution-test.md?metric=mIoU>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mIoU | Result date | Report paper |
| --- | --- | --- | --- |
| SMARTIES | 39.1 | Not recorded | 68fa7ba31e209131cea8987d |
| CARL | 38.9 | Not recorded | 68fa7ba31e209131cea8987d |
| Copernicus-FM | 38.4 | Not recorded | 68fa7ba31e209131cea8987d |
| DOFA | 38.2 | Not recorded | 68fa7ba31e209131cea8987d |
| Galileo | 35.3 | Not recorded | 68fa7ba31e209131cea8987d |
| SpectralGPT | 27.9 | Not recorded | 68fa7ba31e209131cea8987d |

### SMARTIES

mIoU: 39.1. Result ID: 699ae1f45698665ec471e1a4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ba31e209131cea8987d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79ab1e209131cea7ec99.md>)

Recorded evaluation configuration: {"evaluation\_protocol":"Linear probing","sensor":"Sentinel-2","number\_of\_bands":10}. This record does not assert independent reproduction.

### CARL

mIoU: 38.9. Result ID: 699ae1f45698665ec471e1a5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ba31e209131cea8987d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ba31e209131cea8987d.md>)

Recorded evaluation configuration: {"evaluation\_protocol":"Linear probing","sensor":"Sentinel-2","number\_of\_bands":10}. This record does not assert independent reproduction.

### Copernicus-FM

mIoU: 38.4. Result ID: 699ae1f45698665ec471e1a3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ba31e209131cea8987d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a561e209131cea8296c.md>)

Recorded evaluation configuration: {"evaluation\_protocol":"Linear probing","sensor":"Sentinel-2","number\_of\_bands":10}. This record does not assert independent reproduction.

### DOFA

mIoU: 38.2. Result ID: 699ae1f45698665ec471e1a2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ba31e209131cea8987d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7c2d1e209131cea8ce35.md>)

Recorded evaluation configuration: {"evaluation\_protocol":"Linear probing","sensor":"Sentinel-2","number\_of\_bands":10}. This record does not assert independent reproduction.

### Galileo

mIoU: 35.3. Result ID: 699ae1f45698665ec471e1a1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ba31e209131cea8987d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa790e1e209131cea7be5c.md>)

Recorded evaluation configuration: {"evaluation\_protocol":"Linear probing","sensor":"Sentinel-2","number\_of\_bands":10}. This record does not assert independent reproduction.

### SpectralGPT

mIoU: 27.9. Result ID: 699ae1f45698665ec471e1a0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ba31e209131cea8987d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa722a1e209131cea54e6a.md>)

Recorded evaluation configuration: {"evaluation\_protocol":"Linear probing","sensor":"Sentinel-2","number\_of\_bands":10}. This record does not assert independent reproduction.

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