# Semantic Segmentation on FoodSeg103 MESS (test)

Source: [Semantic Segmentation on FoodSeg103 MESS (test)](<https://www.sota2.com/research/sota/semantic-segmentation-on-foodseg103-mess-test>)

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

Data updated: 2026-02-26T06:10:10.431Z

Evaluation of Semantic Segmentation performance on the test split of the FoodSeg103 MESS dataset, 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) | FoodSeg103 MESS (test) |
| Metric | mIoU |
| Unit | PERCENT |
| 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-foodseg103-mess-test.md?metric=mIoU>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mIoU | Result date | Report paper |
| --- | --- | --- | --- |
| CorrCLIP-L | 36.5 | Not recorded | 68fa7a561e209131cea8293c |
| CAT-Seg-L | 30.5 | Not recorded | 68fa7a561e209131cea8293c |
| OVSeg-L | 16.4 | Not recorded | 68fa7a561e209131cea8293c |

### CorrCLIP-L

mIoU: 36.5. Result ID: 698b74a37a967eddb76eb9a3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a561e209131cea8293c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a561e209131cea8293c.md>)

[Implementation](<https://github.com/zdk258/CorrCLIP>)

Recorded evaluation configuration: {"Backbone":"Large"}. This record does not assert independent reproduction.

### CAT-Seg-L

mIoU: 30.5. Result ID: 698b74a37a967eddb76eb9a2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a561e209131cea8293c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72b11e209131cea57ef4.md>)

[Implementation](<https://ku-cvlab.github.io/CAT-Seg/>)

Recorded evaluation configuration: {"Backbone":"Large"}. This record does not assert independent reproduction.

### OVSeg-L

mIoU: 16.4. Result ID: 698b74a37a967eddb76eb9a1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a561e209131cea8293c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ef21e209131cea4311d.md>)

[Implementation](<https://jeff-liangf.github.io/projects/ovseg>)

Recorded evaluation configuration: {"Backbone":"Large"}. This record does not assert independent reproduction.

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