# Cell Segmentation on Fluo-GOWT1 CTC (test)

Source: [Cell Segmentation on Fluo-GOWT1 CTC (test)](<https://www.sota2.com/research/sota/cell-segmentation-on-fluo-gowt1-ctc-test>)

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

Data updated: 2026-02-26T06:02:52.622Z

Evaluation of cell segmentation performance on the test split of the Fluo-GOWT1 CTC dataset, reporting segmentation (SEG) and detection (DET) metrics.

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) | Fluo-GOWT1 CTC (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-fluo-gowt1-ctc-test.md?metric=SEG>): Higher is better; unit: PERCENT.

- [DET](<https://www.sota2.com/research/sota/cell-segmentation-on-fluo-gowt1-ctc-test.md?metric=DET>): Higher is better; unit: PERCENT.

## Recorded results

| Method | SEG | Result date | Report paper |
| --- | --- | --- | --- |
| Mediar | 92 | Not recorded | 68fa77631e209131cea72f57 |
| Cellpose | 91 | Not recorded | 68fa77631e209131cea72f57 |
| Mediar | 91 | Not recorded | 68fa77631e209131cea72f57 |
| Cellpose | 88 | Not recorded | 68fa77631e209131cea72f57 |
| Cellpose | 87 | Not recorded | 68fa77631e209131cea72f57 |
| Stardist | 87 | Not recorded | 68fa77631e209131cea72f57 |
| Stardist | 84 | Not recorded | 68fa77631e209131cea72f57 |
| Mediar | 79 | Not recorded | 68fa77631e209131cea72f57 |
| Stardist | 44 | Not recorded | 68fa77631e209131cea72f57 |

### Mediar

SEG: 92. Result ID: 69949c5d3a6c3148491e6314.

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

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

Recorded evaluation configuration: {"Training Data Source":"CellStyle (Ours+Real)"}. This record does not assert independent reproduction.

### Cellpose

SEG: 91. Result ID: 69949c5d3a6c3148491e630e.

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

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

Recorded evaluation configuration: {"Training Data Source":"CellStyle (Ours+Real)"}. This record does not assert independent reproduction.

### Mediar

SEG: 91. Result ID: 69949c5d3a6c3148491e6313.

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

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

Recorded evaluation configuration: {"Training Data Source":"\[29\]"}. This record does not assert independent reproduction.

### Cellpose

SEG: 88. Result ID: 69949c5d3a6c3148491e630c.

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

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

Recorded evaluation configuration: {"Training Data Source":"\[8\]"}. This record does not assert independent reproduction.

### Cellpose

SEG: 87. Result ID: 69949c5d3a6c3148491e630d.

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

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

Recorded evaluation configuration: {"Training Data Source":"\[29\]"}. This record does not assert independent reproduction.

### Stardist

SEG: 87. Result ID: 69949c5d3a6c3148491e6311.

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

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

Recorded evaluation configuration: {"Training Data Source":"CellStyle (Ours+Real)"}. This record does not assert independent reproduction.

### Stardist

SEG: 84. Result ID: 69949c5d3a6c3148491e6310.

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

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

Recorded evaluation configuration: {"Training Data Source":"\[29\]"}. This record does not assert independent reproduction.

### Mediar

SEG: 79. Result ID: 69949c5d3a6c3148491e6312.

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

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

Recorded evaluation configuration: {"Training Data Source":"\[8\]"}. This record does not assert independent reproduction.

### Stardist

SEG: 44. Result ID: 69949c5d3a6c3148491e630f.

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

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

Recorded evaluation configuration: {"Training Data Source":"\[8\]"}. This record does not assert independent reproduction.

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