# Cell Segmentation on Fluo-N2DH-GOWT1 (challenge)

Source: [Cell Segmentation on Fluo-N2DH-GOWT1 (challenge)](<https://www.sota2.com/research/sota/cell-segmentation-on-fluo-n2dh-gowt1-challenge>)

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

Data updated: 2026-02-26T06:02:52.418Z

Evaluation of cell segmentation performance on the Fluo-N2DH-GOWT1 challenge dataset, reporting segmentation quality (SEG) and ranking 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-N2DH-GOWT1 (challenge) |
| Metric | SEG |
| 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

- [SEG](<https://www.sota2.com/research/sota/cell-segmentation-on-fluo-n2dh-gowt1-challenge.md?metric=SEG>): Higher is better; unit: PERCENT.

- [Rank](<https://www.sota2.com/research/sota/cell-segmentation-on-fluo-n2dh-gowt1-challenge.md?metric=Rank>): Lower is better; unit: OTHER.

## Recorded results

| Method | SEG | Result date | Report paper |
| --- | --- | --- | --- |
| LEID-NL | 92.7 | Not recorded | 68fa653c1e209131cea0940b |
| CVUT-CZ | 89.4 | Not recorded | 68fa653c1e209131cea0940b |
| Method (g) | 89.3 | Not recorded | 68fa653c1e209131cea0940b |
| DecLSTM | 85.4 | Not recorded | 68fa653c1e209131cea0940b |
| EncLSTM | 85 | Not recorded | 68fa653c1e209131cea0940b |

### LEID-NL

SEG: 92.7. Result ID: 698ca3d40b614d12cff22668.

[Reporting paper](<https://www.sota2.com/research/paper/68fa653c1e209131cea0940b.md>)

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

### CVUT-CZ

SEG: 89.4. Result ID: 698ca3d40b614d12cff22669.

[Reporting paper](<https://www.sota2.com/research/paper/68fa653c1e209131cea0940b.md>)

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

### Method (g)

SEG: 89.3. Result ID: 698ca3d40b614d12cff2266a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa653c1e209131cea0940b.md>)

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

### DecLSTM

SEG: 85.4. Result ID: 698ca3d40b614d12cff22667.

[Reporting paper](<https://www.sota2.com/research/paper/68fa653c1e209131cea0940b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa653c1e209131cea0940b.md>)

[Implementation](<https://github.com/arbellea/LSTM-UNet.git>)

Recorded evaluation configuration: {"Team Reference":"BGU-IL(2)"}. This record does not assert independent reproduction.

### EncLSTM

SEG: 85. Result ID: 698ca3d40b614d12cff22666.

[Reporting paper](<https://www.sota2.com/research/paper/68fa653c1e209131cea0940b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa653c1e209131cea0940b.md>)

[Implementation](<https://github.com/arbellea/LSTM-UNet.git>)

Recorded evaluation configuration: {"Team Reference":"BGU-IL(4)"}. This record does not assert independent reproduction.

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