# Semantic Segmentation on EXPo Average

Source: [Semantic Segmentation on EXPo Average](<https://www.sota2.com/research/sota/semantic-segmentation-on-expo-average>)

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

Data updated: 2026-02-26T05:30:26.364Z

Evaluation of Semantic Segmentation performance on the EXPo Average dataset, reporting Accuracy (Acc) and 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) | EXPo Average |
| Metric | Accuracy |
| 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

- [Accuracy](<https://www.sota2.com/research/sota/semantic-segmentation-on-expo-average.md?metric=Accuracy>): Higher is better; unit: PERCENT.

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

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Target | 81.9 | Not recorded | 68fa779f1e209131cea746f8 |
| EventFly | 71.25 | Not recorded | 68fa779f1e209131cea746f8 |
| PLSR | 68.72 | Not recorded | 68fa779f1e209131cea746f8 |
| MIC | 68.43 | Not recorded | 68fa779f1e209131cea746f8 |
| DACS | 66.8 | Not recorded | 68fa779f1e209131cea746f8 |
| AdaptSegNet | 62.88 | Not recorded | 68fa779f1e209131cea746f8 |
| Source-Only | 57.52 | Not recorded | 68fa779f1e209131cea746f8 |

### Target

Accuracy: 81.9. Result ID: 6995561f3badfaffe646aace.

[Reporting paper](<https://www.sota2.com/research/paper/68fa779f1e209131cea746f8.md>)

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

### EventFly

Accuracy: 71.25. Result ID: 6995561f3badfaffe646aacd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa779f1e209131cea746f8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa779f1e209131cea746f8.md>)

[Implementation](<https://event-fly.github.io/>)

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

### PLSR

Accuracy: 68.72. Result ID: 6995561f3badfaffe646aacc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa779f1e209131cea746f8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71ab1e209131cea5273d.md>)

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

### MIC

Accuracy: 68.43. Result ID: 6995561f3badfaffe646aacb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa779f1e209131cea746f8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ee41e209131cea42b0d.md>)

[Implementation](<https://github.com/lhoyer/MIC>)

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

### DACS

Accuracy: 66.8. Result ID: 6995561f3badfaffe646aaca.

[Reporting paper](<https://www.sota2.com/research/paper/68fa779f1e209131cea746f8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68d91e209131cea1eaa7.md>)

[Implementation](<https://github.com/vikolss/DACS>)

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

### AdaptSegNet

Accuracy: 62.88. Result ID: 6995561f3badfaffe646aac9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa779f1e209131cea746f8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67eb1e209131cea19203.md>)

[Implementation](<https://github.com/wasidennis/AdaptSegNet>)

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

### Source-Only

Accuracy: 57.52. Result ID: 6995561f3badfaffe646aac8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa779f1e209131cea746f8.md>)

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

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