# Semantic Segmentation on MVSEC (outdoor day2)

Source: [Semantic Segmentation on MVSEC (outdoor day2)](<https://www.sota2.com/research/sota/semantic-segmentation-on-mvsec-outdoor-day2>)

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

Data updated: 2026-02-26T06:10:21.993Z

Evaluation of Semantic Segmentation performance on the MVSEC outdoor day2 subset, typically reporting mIoU and Accuracy.

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 (outdoor day2) |
| Metric | mIoU |
| 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

- [mIoU](<https://www.sota2.com/research/sota/semantic-segmentation-on-mvsec-outdoor-day2.md?metric=mIoU>): Higher is better; unit: PERCENT.

- [Accuracy](<https://www.sota2.com/research/sota/semantic-segmentation-on-mvsec-outdoor-day2.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mIoU | Result date | Report paper |
| --- | --- | --- | --- |
| HALSIE | 66.31 | Not recorded | 68fa70af1e209131cea4c894 |
| DTL | 60.82 | Not recorded | 68fa70af1e209131cea4c894 |
| EvDistill | 55.09 | Not recorded | 68fa70af1e209131cea4c894 |

### HALSIE

mIoU: 66.31. Result ID: 699152d43a6c314849074dfd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70af1e209131cea4c894.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70af1e209131cea4c894.md>)

Recorded evaluation configuration: {"Params(x10^6)":"1.82","ETotal (mJ)":"31.39"}. This record does not assert independent reproduction.

### DTL

mIoU: 60.82. Result ID: 699152d43a6c314849074dfc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70af1e209131cea4c894.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b4e1e209131cea2d77b.md>)

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

Recorded evaluation configuration: {"Params(x10^6)":"60.48","ETotal (mJ)":"136.89"}. This record does not assert independent reproduction.

### EvDistill

mIoU: 55.09. Result ID: 699152d43a6c314849074dfb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70af1e209131cea4c894.md>)

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

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

Recorded evaluation configuration: {"Params(x10^6)":"59.34","ETotal (mJ)":"101.84"}. This record does not assert independent reproduction.

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