# Cell Tracking on GOWT1-02 CTC (train)

Source: [Cell Tracking on GOWT1-02 CTC (train)](<https://www.sota2.com/research/sota/cell-tracking-on-gowt1-02-ctc-train>)

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

Data updated: 2026-02-26T06:06:01.298Z

Evaluation of Cell Tracking performance on the GOWT1-02 CTC training split, reporting tracking accuracy (TRA).

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) | GOWT1-02 CTC (train) |
| Metric | TRA (Tracking Accuracy) |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 9 of 9 |
| 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

- [TRA (Tracking Accuracy)](<https://www.sota2.com/research/sota/cell-tracking-on-gowt1-02-ctc-train.md?metric=TRA%20(Tracking%20Accuracy)>): Higher is better; unit: PERCENT.

- [Detection Accuracy](<https://www.sota2.com/research/sota/cell-tracking-on-gowt1-02-ctc-train.md?metric=Detection%20Accuracy>): Higher is better; unit: PERCENT.

- [Segmentation Accuracy](<https://www.sota2.com/research/sota/cell-tracking-on-gowt1-02-ctc-train.md?metric=Segmentation%20Accuracy>): Higher is better; unit: PERCENT.

- [EBB Segmentation Accuracy](<https://www.sota2.com/research/sota/cell-tracking-on-gowt1-02-ctc-train.md?metric=EBB%20Segmentation%20Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | TRA (Tracking Accuracy) | Result date | Report paper |
| --- | --- | --- | --- |
| Ours-W | 98.53 | Not recorded | 68fa70d71e209131cea4d982 |
| Ours | 98.17 | Not recorded | 68fa70d71e209131cea4d982 |
| CPN | 97.19 | Not recorded | 68fa70d71e209131cea4d982 |
| BLOB | 96.28 | Not recorded | 68fa70d71e209131cea4d982 |
| DRL | 95.75 | Not recorded | 68fa70d71e209131cea4d982 |
| HEID | 95 | Not recorded | 68fa70d71e209131cea4d982 |
| EPFL | 95 | Not recorded | 68fa70d71e209131cea4d982 |
| KTH | 94.52 | Not recorded | 68fa70d71e209131cea4d982 |
| ST-TCV | 91.4 | Not recorded | 68fa70d71e209131cea4d982 |

### Ours-W

TRA (Tracking Accuracy): 98.53. Result ID: 69915cf03a6c31484907a0ce.

[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: {"Ann. Req. Detection":true,"Ann. Req. Tracking":false,"mode":"watershed"}. This record does not assert independent reproduction.

### Ours

TRA (Tracking Accuracy): 98.17. Result ID: 69915cf03a6c31484907a0cd.

[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: {"Ann. Req. Detection":true,"Ann. Req. Tracking":false}. This record does not assert independent reproduction.

### CPN

TRA (Tracking Accuracy): 97.19. Result ID: 69915cf03a6c31484907a0cb.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa63531e209131ce9fe2f5.md>)

Recorded evaluation configuration: {"Ann. Req. Detection":true,"Ann. Req. Tracking":true}. This record does not assert independent reproduction.

### BLOB

TRA (Tracking Accuracy): 96.28. Result ID: 69915cf03a6c31484907a0ca.

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

Recorded evaluation configuration: {"Ann. Req. Detection":false,"Ann. Req. Tracking":true}. This record does not assert independent reproduction.

### DRL

TRA (Tracking Accuracy): 95.75. Result ID: 69915cf03a6c31484907a0cc.

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

Recorded evaluation configuration: {"Ann. Req. Detection":true,"Ann. Req. Tracking":true}. This record does not assert independent reproduction.

### HEID

TRA (Tracking Accuracy): 95. Result ID: 69915cf03a6c31484907a0c7.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa62431e209131ce9f8483.md>)

Recorded evaluation configuration: {"Ann. Req. Detection":true,"Ann. Req. Tracking":true}. This record does not assert independent reproduction.

### EPFL

TRA (Tracking Accuracy): 95. Result ID: 69915cf03a6c31484907a0c8.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa62431e209131ce9f8483.md>)

Recorded evaluation configuration: {"Ann. Req. Detection":true,"Ann. Req. Tracking":true}. This record does not assert independent reproduction.

### KTH

TRA (Tracking Accuracy): 94.52. Result ID: 69915cf03a6c31484907a0c9.

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

Recorded evaluation configuration: {"Ann. Req. Detection":false,"Ann. Req. Tracking":false}. This record does not assert independent reproduction.

### ST-TCV

TRA (Tracking Accuracy): 91.4. Result ID: 69915cf03a6c31484907a0c6.

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

Recorded evaluation configuration: {"Ann. Req. Detection":false,"Ann. Req. Tracking":false}. This record does not assert independent reproduction.

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