# Semantic Segmentation on Lucchi (test)

Source: [Semantic Segmentation on Lucchi (test)](<https://www.sota2.com/research/sota/semantic-segmentation-on-lucchi-test>)

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

Data updated: 2026-02-26T06:10:16.056Z

Evaluation of Semantic Segmentation performance on the test split of the Lucchi dataset, reporting Jaccard (IoU) and Dice Similarity Coefficient (DSC).

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) | Lucchi (test) |
| Metric | mIoU |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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-lucchi-test.md?metric=mIoU>): Higher is better; unit: PERCENT.

- [Dice Coeff](<https://www.sota2.com/research/sota/semantic-segmentation-on-lucchi-test.md?metric=Dice%20Coeff>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mIoU | Result date | Report paper |
| --- | --- | --- | --- |
| Res-UNet-R | 89.5 | Not recorded | 68fa6c781e209131cea341bb |
| Casser | 89 | Not recorded | 68fa6c781e209131cea341bb |
| Wei | 88.7 | Not recorded | 68fa6c781e209131cea341bb |
| Yuan | 86.5 | Not recorded | 68fa6c781e209131cea341bb |
| Liu | 86.4 | Not recorded | 68fa6c781e209131cea341bb |
| Lucchi | 75.5 | Not recorded | 68fa6c781e209131cea341bb |

### Res-UNet-R

mIoU: 89.5. Result ID: 698f160f3a6c314849f5a860.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c781e209131cea341bb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c781e209131cea341bb.md>)

[Implementation](<https://github.com/Limingxing00/MitoEM2021-Challenge>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Casser

mIoU: 89. Result ID: 698f160f3a6c314849f5a85f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c781e209131cea341bb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67cc1e209131cea187ba.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Wei

mIoU: 88.7. Result ID: 698f160f3a6c314849f5a85e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c781e209131cea341bb.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Yuan

mIoU: 86.5. Result ID: 698f160f3a6c314849f5a85d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c781e209131cea341bb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67001e209131cea13aa2.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Liu

mIoU: 86.4. Result ID: 698f160f3a6c314849f5a85c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c781e209131cea341bb.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Lucchi

mIoU: 75.5. Result ID: 698f160f3a6c314849f5a85b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c781e209131cea341bb.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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