# Two-view motion fitting on AdelaideRMF Two-view motions 19 scenes

Source: [Two-view motion fitting on AdelaideRMF Two-view motions 19 scenes](<https://www.sota2.com/research/sota/two-view-motion-fitting-on-adelaidermf-two-view-motions-19-scenes>)

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

Data updated: 2026-02-26T05:36:29.673Z

Evaluation of models performing Two-view motion fitting on the AdelaideRMF Two-view motions 19 scenes dataset, reporting average/standard deviation of misclassification error and runtime.

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 | Two-view motion fitting |
| Dataset (including any stated split) | AdelaideRMF Two-view motions 19 scenes |
| Metric | Avg. Misclassification Error |
| Unit | PERCENT |
| Direction | Lower 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

- [Avg. Misclassification Error](<https://www.sota2.com/research/sota/two-view-motion-fitting-on-adelaidermf-two-view-motions-19-scenes.md?metric=Avg.%20Misclassification%20Error>): Lower is better; unit: PERCENT.

- [Std. Misclassification Error](<https://www.sota2.com/research/sota/two-view-motion-fitting-on-adelaidermf-two-view-motions-19-scenes.md?metric=Std.%20Misclassification%20Error>): Lower is better; unit: PERCENT.

- [Runtime (s)](<https://www.sota2.com/research/sota/two-view-motion-fitting-on-adelaidermf-two-view-motions-19-scenes.md?metric=Runtime%20(s)>): Lower is better; unit: TIME.

## Recorded results

| Method | Avg. Misclassification Error | Result date | Report paper |
| --- | --- | --- | --- |
| Proposed (CC) | 5 | Not recorded | 68fa6f131e209131cea43b61 |
| Proposed | 5.3 | Not recorded | 68fa6f131e209131cea43b61 |
| MLink | 8.6 | Not recorded | 68fa6f131e209131cea43b61 |
| Prog-X | 10.7 | Not recorded | 68fa6f131e209131cea43b61 |
| Multi-X | 17.1 | Not recorded | 68fa6f131e209131cea43b61 |
| RPA | 17.1 | Not recorded | 68fa6f131e209131cea43b61 |
| PEARL | 29.5 | Not recorded | 68fa6f131e209131cea43b61 |
| T-linkage | 46.7 | Not recorded | 68fa6f131e209131cea43b61 |
| RansaCov | 55.6 | Not recorded | 68fa6f131e209131cea43b61 |

### Proposed (CC)

Avg. Misclassification Error: 5. Result ID: 699093843a6c31484901956c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f131e209131cea43b61.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f131e209131cea43b61.md>)

[Implementation](<https://github.com/danini/clustering-in-consensus-space>)

Recorded evaluation configuration: {"k needed":"no","sampler":"Connected Component (CC)"}. This record does not assert independent reproduction.

### Proposed

Avg. Misclassification Error: 5.3. Result ID: 699093843a6c31484901956b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f131e209131cea43b61.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f131e209131cea43b61.md>)

[Implementation](<https://github.com/danini/clustering-in-consensus-space>)

Recorded evaluation configuration: {"k needed":"no","sampler":"P-NAPSAC \[7\]"}. This record does not assert independent reproduction.

### MLink

Avg. Misclassification Error: 8.6. Result ID: 699093843a6c314849019573.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f131e209131cea43b61.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa789e1e209131cea79605.md>)

[Implementation](<https://github.com/magrilu/multilink.git>)

Recorded evaluation configuration: {"k needed":"no"}. This record does not assert independent reproduction.

### Prog-X

Avg. Misclassification Error: 10.7. Result ID: 699093843a6c31484901956d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f131e209131cea43b61.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65d81e209131cea0cb9a.md>)

Recorded evaluation configuration: {"k needed":"no"}. This record does not assert independent reproduction.

### Multi-X

Avg. Misclassification Error: 17.1. Result ID: 699093843a6c31484901956e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f131e209131cea43b61.md>)

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

Recorded evaluation configuration: {"k needed":"no"}. This record does not assert independent reproduction.

### RPA

Avg. Misclassification Error: 17.1. Result ID: 699093843a6c314849019570.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f131e209131cea43b61.md>)

Recorded evaluation configuration: {"k needed":"yes"}. This record does not assert independent reproduction.

### PEARL

Avg. Misclassification Error: 29.5. Result ID: 699093843a6c31484901956f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f131e209131cea43b61.md>)

Recorded evaluation configuration: {"k needed":"no"}. This record does not assert independent reproduction.

### T-linkage

Avg. Misclassification Error: 46.7. Result ID: 699093843a6c314849019572.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f131e209131cea43b61.md>)

Recorded evaluation configuration: {"k needed":"no"}. This record does not assert independent reproduction.

### RansaCov

Avg. Misclassification Error: 55.6. Result ID: 699093843a6c314849019571.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f131e209131cea43b61.md>)

Recorded evaluation configuration: {"k needed":"yes"}. This record does not assert independent reproduction.

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