# Semantic Segmentation on DeLiVER (val)

Source: [Semantic Segmentation on DeLiVER (val)](<https://www.sota2.com/research/sota/semantic-segmentation-on-deliver-val>)

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

Data updated: 2026-02-26T06:10:31.981Z

Evaluation of Semantic Segmentation performance on the validation split of the DeLiVER dataset, typically measured using 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) | DeLiVER (val) |
| Metric | mIoU |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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-deliver-val.md?metric=mIoU>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mIoU | Result date | Report paper |
| --- | --- | --- | --- |
| CAFuser-CAA | 68.6 | Not recorded | 68fa76b91e209131cea6ebf2 |
| StitchFusion | 68.2 | Not recorded | 68fa76b91e209131cea6ebf2 |
| CAFuser-CA2 | 67.8 | Not recorded | 68fa76b91e209131cea6ebf2 |
| GeminiFusion | 66.9 | Not recorded | 68fa76b91e209131cea6ebf2 |
| CMNeXt | 66.3 | Not recorded | 68fa76b91e209131cea6ebf2 |

### CAFuser-CAA

mIoU: 68.6. Result ID: 69945fbc3a6c3148491cd691.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76b91e209131cea6ebf2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76b91e209131cea6ebf2.md>)

Recorded evaluation configuration: {"Modalities":"CLDE","Backbone":"Swin-T"}. This record does not assert independent reproduction.

### StitchFusion

mIoU: 68.2. Result ID: 69945fbc3a6c3148491cd68f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76b91e209131cea6ebf2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a741e209131cea8357b.md>)

[Implementation](<https://www.sota2.com/StitchFusion_repo>)

Recorded evaluation configuration: {"Modalities":"CLDE","Backbone":"MiT-B2"}. This record does not assert independent reproduction.

### CAFuser-CA2

mIoU: 67.8. Result ID: 69945fbc3a6c3148491cd692.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76b91e209131cea6ebf2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76b91e209131cea6ebf2.md>)

Recorded evaluation configuration: {"Modalities":"CLDE","Backbone":"Swin-T"}. This record does not assert independent reproduction.

### GeminiFusion

mIoU: 66.9. Result ID: 69945fbc3a6c3148491cd690.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76b91e209131cea6ebf2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73781e209131cea5cbed.md>)

Recorded evaluation configuration: {"Modalities":"CLDE","Backbone":"MiT-B2"}. This record does not assert independent reproduction.

### CMNeXt

mIoU: 66.3. Result ID: 69945fbc3a6c3148491cd68e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76b91e209131cea6ebf2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6eab1e209131cea413f6.md>)

[Implementation](<https://jamycheung.github.io/DELIVER.html>)

Recorded evaluation configuration: {"Modalities":"CLDE","Backbone":"MiT-B2"}. This record does not assert independent reproduction.

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