# Semantic Segmentation on DFC S2 non-RGB 2020

Source: [Semantic Segmentation on DFC S2 non-RGB 2020](<https://www.sota2.com/research/sota/semantic-segmentation-on-dfc-s2-non-rgb-2020>)

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

Data updated: 2026-06-23T12:31:30.113Z

Evaluation of Semantic Segmentation performance on the DFC S2 non-RGB 2020 dataset, reporting metrics such as 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) | DFC S2 non-RGB 2020 |
| Metric | mIoU |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| 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-dfc-s2-non-rgb-2020.md?metric=mIoU>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mIoU | Result date | Report paper |
| --- | --- | --- | --- |
| OlmoEarth | 54 | Not recorded | 6a3a1392206542251d7c7696 |
| DeluluNet | 50.6 | Not recorded | 6a3a1392206542251d7c7696 |
| Panopticon | 48.5 | Not recorded | 6a3a1392206542251d7c7696 |
| TTM | 44.9 | Not recorded | 6a3a1392206542251d7c7696 |
| KD | 42.4 | Not recorded | 6a3a1392206542251d7c7696 |
| f0 | 41.9 | Not recorded | 6a3a1392206542251d7c7696 |
| DINOv3 | 39.9 | Not recorded | 6a3a1392206542251d7c7696 |

### OlmoEarth

mIoU: 54. Result ID: 6a3a7c88fbc373592c38eaea.

[Reporting paper](<https://www.sota2.com/research/paper/6a3a1392206542251d7c7696.md>)

[Method origin paper](<https://www.sota2.com/research/paper/691bfe626750be83fe5cf140.md>)

[Implementation](<https://github.com/allenai/olmoearth_pretrain>)

Recorded evaluation configuration: {"Start (MA)":"S1","Transfer (MB)":"S2¬rgb"}. This record does not assert independent reproduction.

### DeluluNet

mIoU: 50.6. Result ID: 6a3a7c88fbc373592c38eae7.

[Reporting paper](<https://www.sota2.com/research/paper/6a3a1392206542251d7c7696.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a3a1392206542251d7c7696.md>)

Recorded evaluation configuration: {"Start (MA)":"S1","Transfer (MB)":"S2¬rgb"}. This record does not assert independent reproduction.

### Panopticon

mIoU: 48.5. Result ID: 6a3a7c88fbc373592c38eae9.

[Reporting paper](<https://www.sota2.com/research/paper/6a3a1392206542251d7c7696.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a561e209131cea8296b.md>)

Recorded evaluation configuration: {"Start (MA)":"S1","Transfer (MB)":"S2¬rgb"}. This record does not assert independent reproduction.

### TTM

mIoU: 44.9. Result ID: 6a3a7c88fbc373592c38eae6.

[Reporting paper](<https://www.sota2.com/research/paper/6a3a1392206542251d7c7696.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa727b1e209131cea56a74.md>)

[Implementation](<https://github.com/zkxufo/TTM>)

Recorded evaluation configuration: {"Start (MA)":"S1","Transfer (MB)":"S2¬rgb"}. This record does not assert independent reproduction.

### KD

mIoU: 42.4. Result ID: 6a3a7c88fbc373592c38eae5.

[Reporting paper](<https://www.sota2.com/research/paper/6a3a1392206542251d7c7696.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa61b81e209131ce9f5b87.md>)

Recorded evaluation configuration: {"Start (MA)":"S1","Transfer (MB)":"S2¬rgb"}. This record does not assert independent reproduction.

### f0

mIoU: 41.9. Result ID: 6a3a7c88fbc373592c38eae4.

[Reporting paper](<https://www.sota2.com/research/paper/6a3a1392206542251d7c7696.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a0b1e209131cea25b04.md>)

[Implementation](<https://github.com/google-research/vision_transformer>)

Recorded evaluation configuration: {"Start (MA)":"S1","Transfer (MB)":"S2¬rgb"}. This record does not assert independent reproduction.

### DINOv3

mIoU: 39.9. Result ID: 6a3a7c88fbc373592c38eae8.

[Reporting paper](<https://www.sota2.com/research/paper/6a3a1392206542251d7c7696.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a931e209131cea83fc5.md>)

Recorded evaluation configuration: {"Start (MA)":"S1","Transfer (MB)":"S2¬rgb"}. This record does not assert independent reproduction.

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