# Semantic Segmentation on MSRS Snow (test)

Source: [Semantic Segmentation on MSRS Snow (test)](<https://www.sota2.com/research/sota/semantic-segmentation-on-msrs-snow-test>)

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

Data updated: 2026-03-17T06:59:52.884Z

Evaluation of Semantic Segmentation performance on the 'Snow' subset of the MSRS test split, reporting class-specific metrics (Background, Car, Person, Bike, Curve, Car Stop, Guardrail, Color cone, Bump) and overall 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) | MSRS Snow (test) |
| Metric | Background IoU |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 1 of 1 |
| 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

- [Background IoU](<https://www.sota2.com/research/sota/semantic-segmentation-on-msrs-snow-test.md?metric=Background%20IoU>): Higher is better; unit: PERCENT.

- [Car IoU](<https://www.sota2.com/research/sota/semantic-segmentation-on-msrs-snow-test.md?metric=Car%20IoU>): Higher is better; unit: PERCENT.

- [Person IoU](<https://www.sota2.com/research/sota/semantic-segmentation-on-msrs-snow-test.md?metric=Person%20IoU>): Higher is better; unit: PERCENT.

- [Bike IoU](<https://www.sota2.com/research/sota/semantic-segmentation-on-msrs-snow-test.md?metric=Bike%20IoU>): Higher is better; unit: PERCENT.

- [Curve IoU](<https://www.sota2.com/research/sota/semantic-segmentation-on-msrs-snow-test.md?metric=Curve%20IoU>): Higher is better; unit: PERCENT.

- [Car Stop IoU](<https://www.sota2.com/research/sota/semantic-segmentation-on-msrs-snow-test.md?metric=Car%20Stop%20IoU>): Higher is better; unit: PERCENT.

- [Guardrail IoU](<https://www.sota2.com/research/sota/semantic-segmentation-on-msrs-snow-test.md?metric=Guardrail%20IoU>): Higher is better; unit: PERCENT.

- [Color Cone IoU](<https://www.sota2.com/research/sota/semantic-segmentation-on-msrs-snow-test.md?metric=Color%20Cone%20IoU>): Higher is better; unit: PERCENT.

- [Bump IoU](<https://www.sota2.com/research/sota/semantic-segmentation-on-msrs-snow-test.md?metric=Bump%20IoU>): Higher is better; unit: PERCENT.

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

## Recorded results

| Method | Background IoU | Result date | Report paper |
| --- | --- | --- | --- |
| AWFusion-S | 99.25 | Not recorded | 68fa75b71e209131cea69856 |

### AWFusion-S

Background IoU: 99.25. Result ID: 69b8fa9247f34ce924a0e32b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75b71e209131cea69856.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75b71e209131cea69856.md>)

Recorded evaluation configuration: {"Pub.":"-","Segmentation Network":"BANet","Input Source":"Snow"}. This record does not assert independent reproduction.

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