# Semantic Segmentation on EXPo Pd -\> Pv

Source: [Semantic Segmentation on EXPo Pd -\> Pv](<https://www.sota2.com/research/sota/semantic-segmentation-on-expo-pd-pv>)

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

Data updated: 2026-02-26T05:30:26.306Z

Evaluation of Semantic Segmentation performance on the EXPo Pd -\> Pv dataset.

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 Pd -\> Pv |
| 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-pd-pv.md?metric=Accuracy>): Higher is better; unit: PERCENT.

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

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Target | 86.12 | Not recorded | 68fa779f1e209131cea746f8 |
| EventFly | 75.5 | Not recorded | 68fa779f1e209131cea746f8 |
| MIC | 72.46 | Not recorded | 68fa779f1e209131cea746f8 |
| DACS | 71.78 | Not recorded | 68fa779f1e209131cea746f8 |
| AdaptSegNet | 68.29 | Not recorded | 68fa779f1e209131cea746f8 |
| PLSR | 67.83 | Not recorded | 68fa779f1e209131cea746f8 |
| Source-Only | 57.91 | Not recorded | 68fa779f1e209131cea746f8 |

### Target

Accuracy: 86.12. Result ID: 6995561f3badfaffe646aab2.

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

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

### EventFly

Accuracy: 75.5. Result ID: 6995561f3badfaffe646aab1.

[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.

### MIC

Accuracy: 72.46. Result ID: 6995561f3badfaffe646aaaf.

[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: 71.78. Result ID: 6995561f3badfaffe646aaae.

[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: 68.29. Result ID: 6995561f3badfaffe646aaad.

[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.

### PLSR

Accuracy: 67.83. Result ID: 6995561f3badfaffe646aab0.

[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.

### Source-Only

Accuracy: 57.91. Result ID: 6995561f3badfaffe646aaac.

[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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