# Semantic Segmentation on NYU v2 (Unlearn set)

Source: [Semantic Segmentation on NYU v2 (Unlearn set)](<https://www.sota2.com/research/sota/semantic-segmentation-on-nyu-v2-unlearn-set>)

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

Data updated: 2026-05-20T07:33:39.503Z

Evaluation of Semantic Segmentation performance on the specific 'Unlearn set' subset of the NYU v2 dataset, focusing on the Mean Intersection over Union (mIoU) metric.

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) | NYU v2 (Unlearn set) |
| Metric | mIoU |
| Unit | SCALAR |
| 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-nyu-v2-unlearn-set.md?metric=mIoU>): Higher is better; unit: SCALAR.

## Recorded results

| Method | mIoU | Result date | Report paper |
| --- | --- | --- | --- |
| Original | 0.8759 | Not recorded | 6a0d401ff984739ed673789a |
| interference-aware framework | 0.7012 | Not recorded | 6a0d401ff984739ed673789a |
| interference-aware framework | 0.7003 | Not recorded | 6a0d401ff984739ed673789a |

### Original

mIoU: 0.8759. Result ID: 6a0d632afbc373592c05155b.

[Reporting paper](<https://www.sota2.com/research/paper/6a0d401ff984739ed673789a.md>)

Recorded evaluation configuration: {"Setting":"Ref.","Backbone":"Swin-L"}. This record does not assert independent reproduction.

### interference-aware framework

mIoU: 0.7012. Result ID: 6a0d632afbc373592c05155c.

[Reporting paper](<https://www.sota2.com/research/paper/6a0d401ff984739ed673789a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0d401ff984739ed673789a.md>)

Recorded evaluation configuration: {"Setting":"FU","Backbone":"Swin-L"}. This record does not assert independent reproduction.

### interference-aware framework

mIoU: 0.7003. Result ID: 6a0d632afbc373592c05155d.

[Reporting paper](<https://www.sota2.com/research/paper/6a0d401ff984739ed673789a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0d401ff984739ed673789a.md>)

Recorded evaluation configuration: {"Setting":"PU (SEG)","Backbone":"Swin-L"}. This record does not assert independent reproduction.

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