# Cell Tracking on GOWT1

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

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

Data updated: 2026-02-26T06:03:44.433Z

Evaluation of cell tracking performance on the GOWT1 dataset, reporting metrics such as overall score, rank, and distance to the top-ranked result.

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 Tracking |
| 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-tracking-on-gowt1.md?metric=Score>): Higher is better; unit: SCALAR.

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

- [Distance to TOP1](<https://www.sota2.com/research/sota/cell-tracking-on-gowt1.md?metric=Distance%20to%20TOP1>): Lower is better; unit: PERCENT.

## Recorded results

| Method | Score | Result date | Report paper |
| --- | --- | --- | --- |
| Deep-Cell-Tracking-EBB | 0.959 | Not recorded | 68fa70d71e209131cea4d982 |
| Deep-Cell-Tracking-EBB | 0.922 | Not recorded | 68fa70d71e209131cea4d982 |

### Deep-Cell-Tracking-EBB

Score: 0.959. Result ID: 69915cf03a6c31484907a0b6.

[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: 0.922. Result ID: 69915cf03a6c31484907a0b5.

[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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