# Semantic Segmentation (Scenario 2) on BDD-100k

Source: [Semantic Segmentation (Scenario 2) on BDD-100k](<https://www.sota2.com/research/sota/semantic-segmentation-scenario-2-on-bdd-100k>)

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

Data updated: 2026-05-19T12:26:50.769Z

Evaluation of Semantic Segmentation performance under Scenario 2 conditions on the BDD-100k dataset, reporting metrics like ASR and PIoU.

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 (Scenario 2) |
| Dataset (including any stated split) | BDD-100k |
| Metric | ASR |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 9 of 9 |
| 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

- [ASR](<https://www.sota2.com/research/sota/semantic-segmentation-scenario-2-on-bdd-100k.md?metric=ASR>): Higher is better; unit: PERCENT.

- [PIoU](<https://www.sota2.com/research/sota/semantic-segmentation-scenario-2-on-bdd-100k.md?metric=PIoU>): Higher is better; unit: PERCENT.

## Recorded results

| Method | ASR | Result date | Report paper |
| --- | --- | --- | --- |
| SwitchPatch | 96.1 | Not recorded | 68fa793d1e209131cea7cca5 |
| SwitchPatch | 95.9 | Not recorded | 68fa793d1e209131cea7cca5 |
| SwitchPatch | 95.5 | Not recorded | 68fa793d1e209131cea7cca5 |
| SwitchPatch | 95.2 | Not recorded | 68fa793d1e209131cea7cca5 |
| SwitchPatch | 93.7 | Not recorded | 68fa793d1e209131cea7cca5 |
| SwitchPatch | 92.4 | Not recorded | 68fa793d1e209131cea7cca5 |
| SwitchPatch | 90.5 | Not recorded | 68fa793d1e209131cea7cca5 |
| SwitchPatch | 89.4 | Not recorded | 68fa793d1e209131cea7cca5 |
| SwitchPatch | 88.2 | Not recorded | 68fa793d1e209131cea7cca5 |

### SwitchPatch

ASR: 96.1. Result ID: 6a0c5702fbc373592c03c28d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa793d1e209131cea7cca5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa793d1e209131cea7cca5.md>)

Recorded evaluation configuration: {"Model":"DeepLabV3","Condition":"w/o."}. This record does not assert independent reproduction.

### SwitchPatch

ASR: 95.9. Result ID: 6a0c5702fbc373592c03c28e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa793d1e209131cea7cca5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa793d1e209131cea7cca5.md>)

Recorded evaluation configuration: {"Model":"DeepLabV3","Condition":"w. ∧ w/o."}. This record does not assert independent reproduction.

### SwitchPatch

ASR: 95.5. Result ID: 6a0c5702fbc373592c03c290.

[Reporting paper](<https://www.sota2.com/research/paper/68fa793d1e209131cea7cca5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa793d1e209131cea7cca5.md>)

Recorded evaluation configuration: {"Model":"SegFormer","Condition":"w/o."}. This record does not assert independent reproduction.

### SwitchPatch

ASR: 95.2. Result ID: 6a0c5702fbc373592c03c28c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa793d1e209131cea7cca5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa793d1e209131cea7cca5.md>)

Recorded evaluation configuration: {"Model":"DeepLabV3","Condition":"w."}. This record does not assert independent reproduction.

### SwitchPatch

ASR: 93.7. Result ID: 6a0c5702fbc373592c03c28f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa793d1e209131cea7cca5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa793d1e209131cea7cca5.md>)

Recorded evaluation configuration: {"Model":"SegFormer","Condition":"w."}. This record does not assert independent reproduction.

### SwitchPatch

ASR: 92.4. Result ID: 6a0c5702fbc373592c03c291.

[Reporting paper](<https://www.sota2.com/research/paper/68fa793d1e209131cea7cca5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa793d1e209131cea7cca5.md>)

Recorded evaluation configuration: {"Model":"SegFormer","Condition":"w. ∧ w/o."}. This record does not assert independent reproduction.

### SwitchPatch

ASR: 90.5. Result ID: 6a0c5702fbc373592c03c292.

[Reporting paper](<https://www.sota2.com/research/paper/68fa793d1e209131cea7cca5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa793d1e209131cea7cca5.md>)

Recorded evaluation configuration: {"Model":"SETR","Condition":"w."}. This record does not assert independent reproduction.

### SwitchPatch

ASR: 89.4. Result ID: 6a0c5702fbc373592c03c293.

[Reporting paper](<https://www.sota2.com/research/paper/68fa793d1e209131cea7cca5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa793d1e209131cea7cca5.md>)

Recorded evaluation configuration: {"Model":"SETR","Condition":"w/o."}. This record does not assert independent reproduction.

### SwitchPatch

ASR: 88.2. Result ID: 6a0c5702fbc373592c03c294.

[Reporting paper](<https://www.sota2.com/research/paper/68fa793d1e209131cea7cca5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa793d1e209131cea7cca5.md>)

Recorded evaluation configuration: {"Model":"SETR","Condition":"w. ∧ w/o."}. This record does not assert independent reproduction.

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