# Cell Tracking on Fluo-C2DL-Huh7 (test)

Source: [Cell Tracking on Fluo-C2DL-Huh7 (test)](<https://www.sota2.com/research/sota/cell-tracking-on-fluo-c2dl-huh7-test>)

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

Data updated: 2026-07-07T07:03:58.638Z

Evaluation of cell tracking performance on the test split of the Fluo-C2DL-Huh7 dataset, reporting 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-C2DL-Huh7 (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-c2dl-huh7-test.md?metric=EdgeSplit>): Lower is better; unit: SCALAR.

- [EdgeAdd](<https://www.sota2.com/research/sota/cell-tracking-on-fluo-c2dl-huh7-test.md?metric=EdgeAdd>): Lower is better; unit: SCALAR.

- [EdgeDelete](<https://www.sota2.com/research/sota/cell-tracking-on-fluo-c2dl-huh7-test.md?metric=EdgeDelete>): Lower is better; unit: SCALAR.

- [EdgeSemantic](<https://www.sota2.com/research/sota/cell-tracking-on-fluo-c2dl-huh7-test.md?metric=EdgeSemantic>): Lower is better; unit: SCALAR.

- [FP (False Positives)](<https://www.sota2.com/research/sota/cell-tracking-on-fluo-c2dl-huh7-test.md?metric=FP%20(False%20Positives)>): Lower is better; unit: SCALAR.

- [FN (False Negatives)](<https://www.sota2.com/research/sota/cell-tracking-on-fluo-c2dl-huh7-test.md?metric=FN%20(False%20Negatives)>): Lower is better; unit: SCALAR.

- [TRA (Tracking Accuracy)](<https://www.sota2.com/research/sota/cell-tracking-on-fluo-c2dl-huh7-test.md?metric=TRA%20(Tracking%20Accuracy)>): Higher is better; unit: PERCENT.

- [IT (Identity Track Error)](<https://www.sota2.com/research/sota/cell-tracking-on-fluo-c2dl-huh7-test.md?metric=IT%20(Identity%20Track%20Error)>): Lower is better; unit: SCALAR.

## Recorded results

| Method | EdgeSplit | Result date | Report paper |
| --- | --- | --- | --- |
| EmbedTrack | 0 | Not recorded | 68fa5f891e209131ce9eac0b |
| EBB | 27 | Not recorded | 68fa5f891e209131ce9eac0b |
| CAP | 31 | Not recorded | 68fa5f891e209131ce9eac0b |
| GNN | 34 | Not recorded | 68fa5f891e209131ce9eac0b |
| KIT-GE | 34 | Not recorded | 68fa5f891e209131ce9eac0b |
| Trackastra | 34 | Not recorded | 68fa5f891e209131ce9eac0b |

### EmbedTrack

EdgeSplit: 0. Result ID: 6a4ca4de60b88bb339c72501.

[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.

### EBB

EdgeSplit: 27. Result ID: 6a4ca4de60b88bb339c72504.

[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.

### CAP

EdgeSplit: 31. Result ID: 6a4ca4de60b88bb339c72505.

[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.

### GNN

EdgeSplit: 34. Result ID: 6a4ca4de60b88bb339c72500.

[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.

### KIT-GE

EdgeSplit: 34. Result ID: 6a4ca4de60b88bb339c72502.

[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.

### Trackastra

EdgeSplit: 34. Result ID: 6a4ca4de60b88bb339c72503.

[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.

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