# Cell Tracking on CTC U373-01 (train)

Source: [Cell Tracking on CTC U373-01 (train)](<https://www.sota2.com/research/sota/cell-tracking-on-ctc-u373-01-train>)

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

Data updated: 2026-02-26T06:06:01.314Z

Evaluation of Cell Tracking performance on the training split of the CTC U373-01 dataset, reporting metrics including DET, SEG, EBB SEG, and 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) | CTC U373-01 (train) |
| Metric | TRA Score |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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 Score](<https://www.sota2.com/research/sota/cell-tracking-on-ctc-u373-01-train.md?metric=TRA%20Score>): Higher is better; unit: PERCENT.

- [DET Score](<https://www.sota2.com/research/sota/cell-tracking-on-ctc-u373-01-train.md?metric=DET%20Score>): Higher is better; unit: SCALAR.

- [SEG Score](<https://www.sota2.com/research/sota/cell-tracking-on-ctc-u373-01-train.md?metric=SEG%20Score>): Higher is better; unit: PERCENT.

- [EBB SEG Score](<https://www.sota2.com/research/sota/cell-tracking-on-ctc-u373-01-train.md?metric=EBB%20SEG%20Score>): Higher is better; unit: SCALAR.

## Recorded results

| Method | TRA Score | Result date | Report paper |
| --- | --- | --- | --- |
| DRL | 99.19 | Not recorded | 68fa70d71e209131cea4d982 |
| Ours-W | 97.74 | Not recorded | 68fa70d71e209131cea4d982 |
| Ours | 96.71 | Not recorded | 68fa70d71e209131cea4d982 |
| CPN | 95.94 | Not recorded | 68fa70d71e209131cea4d982 |

### DRL

TRA Score: 99.19. Result ID: 69915cf03a6c31484907a0d0.

[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.

### Ours-W

TRA Score: 97.74. Result ID: 69915cf03a6c31484907a0d2.

[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 Score: 96.71. Result ID: 69915cf03a6c31484907a0d1.

[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 Score: 95.94. Result ID: 69915cf03a6c31484907a0cf.

[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.

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