# Cell Tracking on Fluo-N2DH-GOWT1 (test)

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

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

Data updated: 2026-07-07T07:03:58.622Z

Evaluation of cell tracking performance on the test split of the Fluo-N2DH-GOWT1 dataset, reporting tracking metrics such as EdgeSplit, TRA, and IT.

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) | Fluo-N2DH-GOWT1 (test) |
| Metric | EdgeSplit |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 6 of 6 |
| 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

- [EdgeSplit](<https://www.sota2.com/research/sota/cell-tracking-on-fluo-n2dh-gowt1-test.md?metric=EdgeSplit>): Lower is better; unit: SCALAR.

- [EdgeAdd](<https://www.sota2.com/research/sota/cell-tracking-on-fluo-n2dh-gowt1-test.md?metric=EdgeAdd>): Lower is better; unit: SCALAR.

- [EdgeDelete](<https://www.sota2.com/research/sota/cell-tracking-on-fluo-n2dh-gowt1-test.md?metric=EdgeDelete>): Lower is better; unit: SCALAR.

- [EdgeSemantic](<https://www.sota2.com/research/sota/cell-tracking-on-fluo-n2dh-gowt1-test.md?metric=EdgeSemantic>): Lower is better; unit: SCALAR.

- [False Positives (FP)](<https://www.sota2.com/research/sota/cell-tracking-on-fluo-n2dh-gowt1-test.md?metric=False%20Positives%20(FP)>): Lower is better; unit: SCALAR.

- [False Negatives (FN)](<https://www.sota2.com/research/sota/cell-tracking-on-fluo-n2dh-gowt1-test.md?metric=False%20Negatives%20(FN)>): Lower is better; unit: SCALAR.

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

- [IT (Time)](<https://www.sota2.com/research/sota/cell-tracking-on-fluo-n2dh-gowt1-test.md?metric=IT%20(Time)>): Lower is better; unit: TIME.

## Recorded results

| Method | EdgeSplit | Result date | Report paper |
| --- | --- | --- | --- |
| CAP | 18 | Not recorded | 68fa5f891e209131ce9eac0b |
| EmbedTrack | 39 | Not recorded | 68fa5f891e209131ce9eac0b |
| KIT-GE | 45 | Not recorded | 68fa5f891e209131ce9eac0b |
| EBB | 45 | Not recorded | 68fa5f891e209131ce9eac0b |
| Trackastra | 47 | Not recorded | 68fa5f891e209131ce9eac0b |
| GNN | 49 | Not recorded | 68fa5f891e209131ce9eac0b |

### CAP

EdgeSplit: 18. Result ID: 6a4ca4de60b88bb339c724ff.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f891e209131ce9eac0b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5f891e209131ce9eac0b.md>)

Recorded evaluation configuration: {"Type":"TRA"}. This record does not assert independent reproduction.

### EmbedTrack

EdgeSplit: 39. Result ID: 6a4ca4de60b88bb339c724fb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f891e209131ce9eac0b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa755e1e209131cea678eb.md>)

Recorded evaluation configuration: {"Type":"SEG+TRA"}. This record does not assert independent reproduction.

### KIT-GE

EdgeSplit: 45. Result ID: 6a4ca4de60b88bb339c724fc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f891e209131ce9eac0b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68db1e209131cea1eb5c.md>)

[Implementation](<https://bitbucket.org/t_scherr/cell-segmentation-and-tracking/>)

Recorded evaluation configuration: {"Type":"SEG+TRA"}. This record does not assert independent reproduction.

### EBB

EdgeSplit: 45. Result ID: 6a4ca4de60b88bb339c724fe.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f891e209131ce9eac0b.md>)

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

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

Recorded evaluation configuration: {"Type":"DET+TRA"}. This record does not assert independent reproduction.

### Trackastra

EdgeSplit: 47. Result ID: 6a4ca4de60b88bb339c724fd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f891e209131ce9eac0b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74491e209131cea60c5a.md>)

Recorded evaluation configuration: {"Type":"SEG+TRA"}. This record does not assert independent reproduction.

### GNN

EdgeSplit: 49. Result ID: 6a4ca4de60b88bb339c724fa.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f891e209131ce9eac0b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cfc1e209131cea371e8.md>)

Recorded evaluation configuration: {"Type":"SEG+TRA"}. This record does not assert independent reproduction.

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