# Multi-Object Tracking and Segmentation on MOTSChallenge (leaving-one-out fashion)

Source: [Multi-Object Tracking and Segmentation on MOTSChallenge (leaving-one-out fashion)](<https://www.sota2.com/research/sota/multi-object-tracking-and-segmentation-on-motschallenge-leaving-one-out-fashion>)

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

Data updated: 2026-02-26T06:11:19.562Z

Evaluation of Multi-Object Tracking and Segmentation performance on the specific leaving-one-out configuration of the MOTSChallenge dataset, using MOTSA, sMOTSA, and MOTSP metrics.

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 | Multi-Object Tracking and Segmentation |
| Dataset (including any stated split) | MOTSChallenge (leaving-one-out fashion) |
| Metric | sMOTSA |
| Unit | PERCENT |
| Direction | Higher 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

- [sMOTSA](<https://www.sota2.com/research/sota/multi-object-tracking-and-segmentation-on-motschallenge-leaving-one-out-fashion.md?metric=sMOTSA>): Higher is better; unit: PERCENT.

- [MOTSA](<https://www.sota2.com/research/sota/multi-object-tracking-and-segmentation-on-motschallenge-leaving-one-out-fashion.md?metric=MOTSA>): Higher is better; unit: PERCENT.

- [MOTSP](<https://www.sota2.com/research/sota/multi-object-tracking-and-segmentation-on-motschallenge-leaving-one-out-fashion.md?metric=MOTSP>): Higher is better; unit: PERCENT.

## Recorded results

| Method | sMOTSA | Result date | Report paper |
| --- | --- | --- | --- |
| GT Boxes (tight) | 55.8 | Not recorded | 68fa65a51e209131cea0b960 |
| TrackR-CNN | 52.7 | Not recorded | 68fa65a51e209131cea0b960 |
| FWT | 49.3 | Not recorded | 68fa65a51e209131cea0b960 |
| jCC | 48.3 | Not recorded | 68fa65a51e209131cea0b960 |
| MHT-DAM | 48 | Not recorded | 68fa65a51e209131cea0b960 |
| MOTDT | 47.8 | Not recorded | 68fa65a51e209131cea0b960 |

### GT Boxes (tight)

sMOTSA: 55.8. Result ID: 698cbfb98b517eb4331c7a90.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65a51e209131cea0b960.md>)

Recorded evaluation configuration: {"Bounding Boxes":"tight ground truth bounding boxes","Mask Generation":"domain fine-tuned Mask R-CNN (+MG)"}. This record does not assert independent reproduction.

### TrackR-CNN

sMOTSA: 52.7. Result ID: 698cbfb98b517eb4331c7a8b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65a51e209131cea0b960.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65a51e209131cea0b960.md>)

[Implementation](<https://www.vision.rwth-aachen.de/page/mots>)

Recorded evaluation configuration: {"Evaluation Protocol":"leaving-one-out fashion"}. This record does not assert independent reproduction.

### FWT

sMOTSA: 49.3. Result ID: 698cbfb98b517eb4331c7a8d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65a51e209131cea0b960.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64421e209131cea038ae.md>)

[Implementation](<https://motchallenge.net/MOT17_results_2017_07_26.html>)

Recorded evaluation configuration: {"Mask Generation":"domain fine-tuned Mask R-CNN (+MG)"}. This record does not assert independent reproduction.

### jCC

sMOTSA: 48.3. Result ID: 698cbfb98b517eb4331c7a8f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65a51e209131cea0b960.md>)

Recorded evaluation configuration: {"Mask Generation":"domain fine-tuned Mask R-CNN (+MG)"}. This record does not assert independent reproduction.

### MHT-DAM

sMOTSA: 48. Result ID: 698cbfb98b517eb4331c7a8c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65a51e209131cea0b960.md>)

Recorded evaluation configuration: {"Mask Generation":"domain fine-tuned Mask R-CNN (+MG)"}. This record does not assert independent reproduction.

### MOTDT

sMOTSA: 47.8. Result ID: 698cbfb98b517eb4331c7a8e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65a51e209131cea0b960.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67211e209131cea1479e.md>)

Recorded evaluation configuration: {"Mask Generation":"domain fine-tuned Mask R-CNN (+MG)"}. This record does not assert independent reproduction.

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