# Cell Detection on GOWT1

Source: [Cell Detection on GOWT1](<https://www.sota2.com/research/sota/cell-detection-on-gowt1>)

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

Data updated: 2026-02-26T06:03:44.415Z

Evaluation of cell detection performance on the GOWT1 dataset, reporting metrics such as Score, Rank, and To TOP1 percentage.

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 Detection |
| Dataset (including any stated split) | GOWT1 |
| Metric | Score |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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

- [Score](<https://www.sota2.com/research/sota/cell-detection-on-gowt1.md?metric=Score>): Higher is better; unit: SCALAR.

- [Rank (Fraction)](<https://www.sota2.com/research/sota/cell-detection-on-gowt1.md?metric=Rank%20(Fraction)>): Lower is better; unit: OTHER.

- [Top-1 %](<https://www.sota2.com/research/sota/cell-detection-on-gowt1.md?metric=Top-1%20%25>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Score | Result date | Report paper |
| --- | --- | --- | --- |
| Deep-Cell-Tracking-EBB | 0.97 | Not recorded | 68fa70d71e209131cea4d982 |
| Deep-Cell-Tracking-EBB | 0.925 | Not recorded | 68fa70d71e209131cea4d982 |

### Deep-Cell-Tracking-EBB

Score: 0.97. Result ID: 69915cf03a6c31484907a0b4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70d71e209131cea4d982.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70d71e209131cea4d982.md>)

[Implementation](<https://github.com/LucasKirsten/Deep-Cell-Tracking-EBB>)

Recorded evaluation configuration: {"watershed mask augmentation":true}. This record does not assert independent reproduction.

### Deep-Cell-Tracking-EBB

Score: 0.925. Result ID: 69915cf03a6c31484907a0b3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70d71e209131cea4d982.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70d71e209131cea4d982.md>)

[Implementation](<https://github.com/LucasKirsten/Deep-Cell-Tracking-EBB>)

Recorded evaluation configuration: {"watershed mask augmentation":false}. This record does not assert independent reproduction.

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