# Cell Segmentation on Pair 6 (test)

Source: [Cell Segmentation on Pair 6 (test)](<https://www.sota2.com/research/sota/cell-segmentation-on-pair-6-test>)

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

Data updated: 2026-02-26T06:02:52.664Z

Evaluation of cell segmentation performance on the test split of the Pair 6 dataset, reporting SEG and DET 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 | Cell Segmentation |
| Dataset (including any stated split) | Pair 6 (test) |
| Metric | SEG |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 9 of 9 |
| 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

- [SEG](<https://www.sota2.com/research/sota/cell-segmentation-on-pair-6-test.md?metric=SEG>): Higher is better; unit: PERCENT.

- [DET](<https://www.sota2.com/research/sota/cell-segmentation-on-pair-6-test.md?metric=DET>): Higher is better; unit: PERCENT.

## Recorded results

| Method | SEG | Result date | Report paper |
| --- | --- | --- | --- |
| Mediar | 58 | Not recorded | 68fa77631e209131cea72f57 |
| Mediar | 57 | Not recorded | 68fa77631e209131cea72f57 |
| Stardist | 56 | Not recorded | 68fa77631e209131cea72f57 |
| Cellpose | 55 | Not recorded | 68fa77631e209131cea72f57 |
| Cellpose | 52 | Not recorded | 68fa77631e209131cea72f57 |
| Stardist | 52 | Not recorded | 68fa77631e209131cea72f57 |
| Mediar | 48 | Not recorded | 68fa77631e209131cea72f57 |
| Cellpose | 31 | Not recorded | 68fa77631e209131cea72f57 |
| Stardist | 10 | Not recorded | 68fa77631e209131cea72f57 |

### Mediar

SEG: 58. Result ID: 69949c5d3a6c3148491e635c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77631e209131cea72f57.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77631e209131cea72f57.md>)

Recorded evaluation configuration: {"Fine-tuning setup":"Fine-tuned with CellStyle (Xsty)"}. This record does not assert independent reproduction.

### Mediar

SEG: 57. Result ID: 69949c5d3a6c3148491e635b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77631e209131cea72f57.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77631e209131cea72f57.md>)

Recorded evaluation configuration: {"Fine-tuning setup":"Fine-tuned on Xsrc"}. This record does not assert independent reproduction.

### Stardist

SEG: 56. Result ID: 69949c5d3a6c3148491e6359.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77631e209131cea72f57.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77631e209131cea72f57.md>)

Recorded evaluation configuration: {"Fine-tuning setup":"Fine-tuned with CellStyle (Xsty)"}. This record does not assert independent reproduction.

### Cellpose

SEG: 55. Result ID: 69949c5d3a6c3148491e6356.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77631e209131cea72f57.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77631e209131cea72f57.md>)

Recorded evaluation configuration: {"Fine-tuning setup":"Fine-tuned with CellStyle (Xsty)"}. This record does not assert independent reproduction.

### Cellpose

SEG: 52. Result ID: 69949c5d3a6c3148491e6355.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77631e209131cea72f57.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77631e209131cea72f57.md>)

Recorded evaluation configuration: {"Fine-tuning setup":"Fine-tuned on Xsrc"}. This record does not assert independent reproduction.

### Stardist

SEG: 52. Result ID: 69949c5d3a6c3148491e6358.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77631e209131cea72f57.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77631e209131cea72f57.md>)

Recorded evaluation configuration: {"Fine-tuning setup":"Fine-tuned on Xsrc"}. This record does not assert independent reproduction.

### Mediar

SEG: 48. Result ID: 69949c5d3a6c3148491e635a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77631e209131cea72f57.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77631e209131cea72f57.md>)

Recorded evaluation configuration: {"Fine-tuning setup":"None (Zero-shot)"}. This record does not assert independent reproduction.

### Cellpose

SEG: 31. Result ID: 69949c5d3a6c3148491e6354.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77631e209131cea72f57.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77631e209131cea72f57.md>)

Recorded evaluation configuration: {"Fine-tuning setup":"None (Zero-shot)"}. This record does not assert independent reproduction.

### Stardist

SEG: 10. Result ID: 69949c5d3a6c3148491e6357.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77631e209131cea72f57.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77631e209131cea72f57.md>)

Recorded evaluation configuration: {"Fine-tuning setup":"None (Zero-shot)"}. This record does not assert independent reproduction.

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