# Object Motion Segmentation on Hopkins Traffic2 45

Source: [Object Motion Segmentation on Hopkins Traffic2 45](<https://www.sota2.com/research/sota/object-motion-segmentation-on-hopkins-traffic2-45>)

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

Data updated: 2026-02-26T05:52:10.601Z

Evaluation of object motion segmentation performance on the Hopkins Traffic2 45 dataset, measured using Misclassification Error 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 | Object motion segmentation |
| Dataset (including any stated split) | Hopkins Traffic2 45 |
| Metric | Mean Misclassification Error |
| Unit | PERCENT |
| Direction | Lower 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

- [Mean Misclassification Error](<https://www.sota2.com/research/sota/object-motion-segmentation-on-hopkins-traffic2-45.md?metric=Mean%20Misclassification%20Error>): Lower is better; unit: PERCENT.

- [Median Misclassification Error](<https://www.sota2.com/research/sota/object-motion-segmentation-on-hopkins-traffic2-45.md?metric=Median%20Misclassification%20Error>): Lower is better; unit: PERCENT.

## Recorded results

| Method | Mean Misclassification Error | Result date | Report paper |
| --- | --- | --- | --- |
| Multi-X | 9 | Not recorded | 68fa6ede1e209131cea42851 |
| DEQUMF | 10 | Not recorded | 68fa6ede1e209131cea42851 |
| RPA | 14 | Not recorded | 68fa6ede1e209131cea42851 |
| RANSACOV | 54 | Not recorded | 68fa6ede1e209131cea42851 |
| T-Linkage | 131 | Not recorded | 68fa6ede1e209131cea42851 |
| J-Linkage | 175 | Not recorded | 68fa6ede1e209131cea42851 |
| QUMF | 604 | Not recorded | 68fa6ede1e209131cea42851 |

### Multi-X

Mean Misclassification Error: 9. Result ID: 699050733a6c314849ffa6a8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ede1e209131cea42851.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63d41e209131cea010d1.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### DEQUMF

Mean Misclassification Error: 10. Result ID: 699050733a6c314849ffa6ae.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ede1e209131cea42851.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ede1e209131cea42851.md>)

[Implementation](<https://github.com/FarinaMatteo/qmmf>)

Recorded evaluation configuration: {"Simulated Annealing":true}. This record does not assert independent reproduction.

### RPA

Mean Misclassification Error: 14. Result ID: 699050733a6c314849ffa6ab.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ede1e209131cea42851.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### RANSACOV

Mean Misclassification Error: 54. Result ID: 699050733a6c314849ffa6ac.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ede1e209131cea42851.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### T-Linkage

Mean Misclassification Error: 131. Result ID: 699050733a6c314849ffa6aa.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ede1e209131cea42851.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### J-Linkage

Mean Misclassification Error: 175. Result ID: 699050733a6c314849ffa6a9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ede1e209131cea42851.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### QUMF

Mean Misclassification Error: 604. Result ID: 699050733a6c314849ffa6ad.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ede1e209131cea42851.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ede1e209131cea42851.md>)

[Implementation](<https://github.com/FarinaMatteo/qmmf>)

Recorded evaluation configuration: {"Simulated Annealing":true}. This record does not assert independent reproduction.

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