# Semantic Segmentation on MVSEC APS outdoor\_day2 (test)

Source: [Semantic Segmentation on MVSEC APS outdoor\_day2 (test)](<https://www.sota2.com/research/sota/semantic-segmentation-on-mvsec-aps-outdoor_day2-test>)

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

Data updated: 2026-02-26T06:10:14.248Z

Evaluation of Semantic Segmentation performance on the test split of the MVSEC APS outdoor\_day2 dataset, typically measured using 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) | MVSEC APS outdoor\_day2 (test) |
| Metric | mIoU |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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-mvsec-aps-outdoor_day2-test.md?metric=mIoU>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mIoU | Result date | Report paper |
| --- | --- | --- | --- |
| EvDistill (APS) | 68.85 | Not recorded | 68fa6b4e1e209131cea2d7d9 |
| Baseline (APS) | 61.93 | Not recorded | 68fa6b4e1e209131cea2d7d9 |

### EvDistill (APS)

mIoU: 68.85. Result ID: 698e7c58ffc3901de09dfe63.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b4e1e209131cea2d7d9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b4e1e209131cea2d7d9.md>)

[Implementation](<https://github.com/addisonwang2013/evdistill>)

Recorded evaluation configuration: {"Use pseudo labels":"No"}. This record does not assert independent reproduction.

### Baseline (APS)

mIoU: 61.93. Result ID: 698e7c58ffc3901de09dfe62.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b4e1e209131cea2d7d9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65ff1e209131cea0dde7.md>)

Recorded evaluation configuration: {"Use pseudo labels":"Yes"}. This record does not assert independent reproduction.

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