# Cell Tracking on GOWT CTC 1-01 (train)

Source: [Cell Tracking on GOWT CTC 1-01 (train)](<https://www.sota2.com/research/sota/cell-tracking-on-gowt-ctc-1-01-train>)

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

Data updated: 2026-02-26T06:07:32.369Z

Evaluation of Cell Tracking performance on the specific training split (CTC 1-01) of the GOWT dataset, reporting metrics such as TRA, DET, SEG, and EBB SEG.

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) | GOWT CTC 1-01 (train) |
| Metric | Tracking Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| 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

- [Tracking Accuracy](<https://www.sota2.com/research/sota/cell-tracking-on-gowt-ctc-1-01-train.md?metric=Tracking%20Accuracy>): Higher is better; unit: PERCENT.

- [Detection Score](<https://www.sota2.com/research/sota/cell-tracking-on-gowt-ctc-1-01-train.md?metric=Detection%20Score>): Higher is better; unit: PERCENT.

- [Segmentation Score](<https://www.sota2.com/research/sota/cell-tracking-on-gowt-ctc-1-01-train.md?metric=Segmentation%20Score>): Higher is better; unit: PERCENT.

- [EBB Segmentation Score](<https://www.sota2.com/research/sota/cell-tracking-on-gowt-ctc-1-01-train.md?metric=EBB%20Segmentation%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Tracking Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Ours-W | 99.3 | Not recorded | 68fa70d71e209131cea4d982 |
| Ours | 99.14 | Not recorded | 68fa70d71e209131cea4d982 |
| DRL | 98.75 | Not recorded | 68fa70d71e209131cea4d982 |
| CPN | 98.64 | Not recorded | 68fa70d71e209131cea4d982 |
| BLOB | 97.33 | Not recorded | 68fa70d71e209131cea4d982 |
| KTH | 94.62 | Not recorded | 68fa70d71e209131cea4d982 |
| ST-TCV | 91.3 | Not recorded | 68fa70d71e209131cea4d982 |

### Ours-W

Tracking Accuracy: 99.3. Result ID: 69915cf03a6c31484907a0c5.

[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

Tracking Accuracy: 99.14. Result ID: 69915cf03a6c31484907a0c4.

[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.

### DRL

Tracking Accuracy: 98.75. Result ID: 69915cf03a6c31484907a0c3.

[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.

### CPN

Tracking Accuracy: 98.64. Result ID: 69915cf03a6c31484907a0c2.

[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

Tracking Accuracy: 97.33. Result ID: 69915cf03a6c31484907a0c1.

[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.

### KTH

Tracking Accuracy: 94.62. Result ID: 69915cf03a6c31484907a0c0.

[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

Tracking Accuracy: 91.3. Result ID: 69915cf03a6c31484907a0bf.

[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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