# Semantic Segmentation on Dayton a2g

Source: [Semantic Segmentation on Dayton a2g](<https://www.sota2.com/research/sota/semantic-segmentation-on-dayton-a2g>)

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

Data updated: 2026-02-26T05:57:45.715Z

Evaluation of Semantic Segmentation performance on the Dayton a2g dataset, reporting metrics such as Per-Class Accuracy and 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) | Dayton a2g |
| Metric | Per-Class Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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

- [Per-Class Accuracy](<https://www.sota2.com/research/sota/semantic-segmentation-on-dayton-a2g.md?metric=Per-Class%20Accuracy>): Higher is better; unit: PERCENT.

- [mIOU](<https://www.sota2.com/research/sota/semantic-segmentation-on-dayton-a2g.md?metric=mIOU>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Per-Class Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| SelectionGAN | 64.15 | Not recorded | 68fa659f1e209131cea0b546 |
| X-Fork | 62.62 | Not recorded | 68fa659f1e209131cea0b546 |
| X-Seq | 47.83 | Not recorded | 68fa659f1e209131cea0b546 |

### SelectionGAN

Per-Class Accuracy: 64.15. Result ID: 698cba5b8b517eb4331c50eb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa659f1e209131cea0b546.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa659f1e209131cea0b546.md>)

[Implementation](<https://github.com/Ha0Tang/SelectionGAN>)

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

### X-Fork

Per-Class Accuracy: 62.62. Result ID: 698cba5b8b517eb4331c50e9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa659f1e209131cea0b546.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa642f1e209131cea034d7.md>)

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

### X-Seq

Per-Class Accuracy: 47.83. Result ID: 698cba5b8b517eb4331c50ea.

[Reporting paper](<https://www.sota2.com/research/paper/68fa659f1e209131cea0b546.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa642f1e209131cea034d7.md>)

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

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