# Cell Segmentation on Fluo-N2DL-HeLa (challenge)

Source: [Cell Segmentation on Fluo-N2DL-HeLa (challenge)](<https://www.sota2.com/research/sota/cell-segmentation-on-fluo-n2dl-hela-challenge>)

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

Data updated: 2026-02-26T06:02:52.680Z

Evaluation of cell segmentation performance on the Fluo-N2DL-HeLa 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-N2DL-HeLa (challenge) |
| Metric | SEG Score |
| Unit | SCALAR |
| 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 Score](<https://www.sota2.com/research/sota/cell-segmentation-on-fluo-n2dl-hela-challenge.md?metric=SEG%20Score>): Higher is better; unit: SCALAR.

- [Rank](<https://www.sota2.com/research/sota/cell-segmentation-on-fluo-n2dl-hela-challenge.md?metric=Rank>): Lower is better; unit: SCALAR.

## Recorded results

| Method | SEG Score | Result date | Report paper |
| --- | --- | --- | --- |
| CVUT-CZ | 0.903 | Not recorded | 68fa653c1e209131cea0940b |
| FR-Ro-GE | 0.902 | Not recorded | 68fa653c1e209131cea0940b |
| KTH-SE | 0.9 | Not recorded | 68fa653c1e209131cea0940b |
| DecLSTM | 0.839 | Not recorded | 68fa653c1e209131cea0940b |
| EncLSTM | 0.811 | Not recorded | 68fa653c1e209131cea0940b |

### CVUT-CZ

SEG Score: 0.903. Result ID: 698ca3d40b614d12cff2266d.

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

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

### FR-Ro-GE

SEG Score: 0.902. Result ID: 698ca3d40b614d12cff2266e.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa61e11e209131ce9f653d.md>)

[Implementation](<http://lmb.informatik.uni-freiburg.de/people/ronneber/u-net>)

Recorded evaluation configuration: {"description":"Original UNet"}. This record does not assert independent reproduction.

### KTH-SE

SEG Score: 0.9. Result ID: 698ca3d40b614d12cff2266f.

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

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

### DecLSTM

SEG Score: 0.839. Result ID: 698ca3d40b614d12cff2266c.

[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 Score: 0.811. Result ID: 698ca3d40b614d12cff2266b.

[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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