# Vanishing point detection on York DB 15 (full)

Source: [Vanishing point detection on York DB 15 (full)](<https://www.sota2.com/research/sota/vanishing-point-detection-on-york-db-15-full>)

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

Data updated: 2026-02-26T05:52:10.616Z

Evaluation of Vanishing Point Detection performance on the full split of the York DB 15 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 | Vanishing point detection |
| Dataset (including any stated split) | York DB 15 (full) |
| Metric | Mean Misclassification Error |
| Unit | PERCENT |
| Direction | Lower 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

- [Mean Misclassification Error](<https://www.sota2.com/research/sota/vanishing-point-detection-on-york-db-15-full.md?metric=Mean%20Misclassification%20Error>): Lower is better; unit: PERCENT.

- [Median Misclassification Error](<https://www.sota2.com/research/sota/vanishing-point-detection-on-york-db-15-full.md?metric=Median%20Misclassification%20Error>): Lower is better; unit: PERCENT.

## Recorded results

| Method | Mean Misclassification Error | Result date | Report paper |
| --- | --- | --- | --- |
| RANSACOV | 0.19 | Not recorded | 68fa6ede1e209131cea42851 |
| DEQUMF | 0.74 | Not recorded | 68fa6ede1e209131cea42851 |
| RPA | 1.08 | Not recorded | 68fa6ede1e209131cea42851 |
| T-Linkage | 1.44 | Not recorded | 68fa6ede1e209131cea42851 |
| J-Linkage | 2.85 | Not recorded | 68fa6ede1e209131cea42851 |
| QUMF | 12.29 | Not recorded | 68fa6ede1e209131cea42851 |

### RANSACOV

Mean Misclassification Error: 0.19. Result ID: 699050733a6c314849ffa6b2.

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

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

### DEQUMF

Mean Misclassification Error: 0.74. Result ID: 699050733a6c314849ffa6b4.

[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: 1.08. Result ID: 699050733a6c314849ffa6b1.

[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: 1.44. Result ID: 699050733a6c314849ffa6b0.

[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: 2.85. Result ID: 699050733a6c314849ffa6af.

[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: 12.29. Result ID: 699050733a6c314849ffa6b3.

[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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