# Landmark Detection on Human3.6M (test)

Source: [Landmark Detection on Human3.6M (test)](<https://www.sota2.com/research/sota/landmark-detection-on-human3-6m-test>)

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

Data updated: 2026-02-26T05:53:42.902Z

Evaluation of landmark detection performance on the test split of the Human3.6M dataset, measured using Normalized Error.

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 | Landmark Detection |
| Dataset (including any stated split) | Human3.6M (test) |
| Metric | Normalized Error |
| Unit | SCALAR |
| Direction | Lower 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

- [Normalized Error](<https://www.sota2.com/research/sota/landmark-detection-on-human3-6m-test.md?metric=Normalized%20Error>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Normalized Error | Result date | Report paper |
| --- | --- | --- | --- |
| Lorenz | 2.79 | Not recorded | 68fa6e591e209131cea3f3d7 |
| Zhang | 4.91 | Not recorded | 68fa6e591e209131cea3f3d7 |
| Ours | 6.88 | Not recorded | 68fa6e591e209131cea3f3d7 |
| Thewlis | 7.51 | Not recorded | 68fa6e591e209131cea3f3d7 |

### Lorenz

Normalized Error: 2.79. Result ID: 69902b533a6c314849fe9cfd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e591e209131cea3f3d7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65de1e209131cea0cf79.md>)

Recorded evaluation configuration: {"Object configuration":"Single obj.","K":16}. This record does not assert independent reproduction.

### Zhang

Normalized Error: 4.91. Result ID: 69902b533a6c314849fe9cfc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e591e209131cea3f3d7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64471e209131cea03ab5.md>)

[Implementation](<http://ytzhang.net/projects/lmdis-rep>)

Recorded evaluation configuration: {"Object configuration":"Single obj.","K":16}. This record does not assert independent reproduction.

### Ours

Normalized Error: 6.88. Result ID: 69902b533a6c314849fe9cfe.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e591e209131cea3f3d7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e591e209131cea3f3d7.md>)

Recorded evaluation configuration: {"Object configuration":"Multi obj.","K":16}. This record does not assert independent reproduction.

### Thewlis

Normalized Error: 7.51. Result ID: 69902b533a6c314849fe9cfb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e591e209131cea3f3d7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa638c1e209131ce9ff79c.md>)

Recorded evaluation configuration: {"Object configuration":"Single obj.","K":16}. This record does not assert independent reproduction.

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