# Semantic Segmentation on COCO 14786 (1/8)

Source: [Semantic Segmentation on COCO 14786 (1/8)](<https://www.sota2.com/research/sota/semantic-segmentation-on-coco-14786-1-8>)

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

Data updated: 2026-02-26T06:10:47.781Z

Evaluation of Semantic Segmentation performance on the COCO dataset, specifically using the 14786 configuration sampled at 1/8, reporting 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) | COCO 14786 (1/8) |
| 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-coco-14786-1-8.md?metric=mIoU>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mIoU | Result date | Report paper |
| --- | --- | --- | --- |
| PC2Seg | 49.91 | Not recorded | 68fa6a971e209131cea2928a |
| Sup. baseline | 47.91 | Not recorded | 68fa6a971e209131cea2928a |

### PC2Seg

mIoU: 49.91. Result ID: 699ac4dc5698665ec4532656.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a971e209131cea2928a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a971e209131cea2928a.md>)

Recorded evaluation configuration: {"Network":"Xception-65"}. This record does not assert independent reproduction.

### Sup. baseline

mIoU: 47.91. Result ID: 699ac4dc5698665ec4532655.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a971e209131cea2928a.md>)

Recorded evaluation configuration: {"Network":"Xception-65"}. This record does not assert independent reproduction.

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