# Semantic Segmentation on MS COCO (Recall)

Source: [Semantic Segmentation on MS COCO (Recall)](<https://www.sota2.com/research/sota/semantic-segmentation-on-ms-coco-recall>)

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

Data updated: 2026-06-30T07:15:02.513Z

Evaluation of Semantic Segmentation performance on the MS COCO dataset, reporting Recall scores.

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) | MS COCO |
| Metric | Recall |
| 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

- [Recall](<https://www.sota2.com/research/sota/semantic-segmentation-on-ms-coco-recall.md?metric=Recall>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Recall | Result date | Report paper |
| --- | --- | --- | --- |
| ViPSy | 35.9 | Not recorded | 6a434d71ba73165dbb74380d |
| Vanilla | 34.7 | Not recorded | 6a434d71ba73165dbb74380d |

### ViPSy

Recall: 35.9. Result ID: 6a436cdbfbc373592c935339.

[Reporting paper](<https://www.sota2.com/research/paper/6a434d71ba73165dbb74380d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a434d71ba73165dbb74380d.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Segmentation"}. This record does not assert independent reproduction.

### Vanilla

Recall: 34.7. Result ID: 6a436cdbfbc373592c935338.

[Reporting paper](<https://www.sota2.com/research/paper/6a434d71ba73165dbb74380d.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Segmentation"}. This record does not assert independent reproduction.

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