# Semantic Segmentation on DIVA-HisDB CB55 (test)

Source: [Semantic Segmentation on DIVA-HisDB CB55 (test)](<https://www.sota2.com/research/sota/semantic-segmentation-on-diva-hisdb-cb55-test>)

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

Data updated: 2026-02-26T06:10:24.660Z

Evaluation of Semantic Segmentation performance on the test split of the DIVA-HisDB CB55 dataset, reporting 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) | DIVA-HisDB CB55 (test) |
| Metric | mIoU |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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-diva-hisdb-cb55-test.md?metric=mIoU>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mIoU | Result date | Report paper |
| --- | --- | --- | --- |
| DeepLabv3 (DIVA-DAF) | 93.04 | Not recorded | 68fa723e1e209131cea553ff |
| DeepLabV3 | 92.9 | Not recorded | 68fa723e1e209131cea553ff |
| SegNet (DIVA-DAF) | 92.61 | Not recorded | 68fa723e1e209131cea553ff |
| SegNet | 86.9 | Not recorded | 68fa723e1e209131cea553ff |

### DeepLabv3 (DIVA-DAF)

mIoU: 93.04. Result ID: 69920a883a6c3148490c39af.

[Reporting paper](<https://www.sota2.com/research/paper/68fa723e1e209131cea553ff.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa723e1e209131cea553ff.md>)

[Implementation](<https://github.com/DIVA-DIA/DIVA-DAF>)

Recorded evaluation configuration: {"Authors":"Ours","Year":"2023","Runtime":"~3.5h"}. This record does not assert independent reproduction.

### DeepLabV3

mIoU: 92.9. Result ID: 69920a883a6c3148490c39ad.

[Reporting paper](<https://www.sota2.com/research/paper/68fa723e1e209131cea553ff.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63d91e209131cea014b8.md>)

Recorded evaluation configuration: {"Authors":"\[17\]","Year":"2019","Runtime":"~8h"}. This record does not assert independent reproduction.

### SegNet (DIVA-DAF)

mIoU: 92.61. Result ID: 69920a883a6c3148490c39ae.

[Reporting paper](<https://www.sota2.com/research/paper/68fa723e1e209131cea553ff.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa723e1e209131cea553ff.md>)

[Implementation](<https://github.com/DIVA-DIA/DIVA-DAF>)

Recorded evaluation configuration: {"Authors":"Ours","Year":"2023","Runtime":"~4.5h"}. This record does not assert independent reproduction.

### SegNet

mIoU: 86.9. Result ID: 69920a883a6c3148490c39ac.

[Reporting paper](<https://www.sota2.com/research/paper/68fa723e1e209131cea553ff.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62d51e209131ce9fb761.md>)

[Implementation](<http://mi.eng.cam.ac.uk/projects/segnet/>)

Recorded evaluation configuration: {"Authors":"\[17\]","Year":"2019","Runtime":"~8h"}. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.