# Non-Rigid Structure from Motion on CMU Motion Capture Long Sequences (test)

Source: [Non-Rigid Structure from Motion on CMU Motion Capture Long Sequences (test)](<https://www.sota2.com/research/sota/non-rigid-structure-from-motion-on-cmu-motion-capture-long-sequences-test>)

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

Data updated: 2026-02-26T06:02:43.496Z

Evaluation of Non-Rigid Structure from Motion performance on the test split of the CMU Motion Capture Long Sequences dataset, reporting specific error metrics (S1, S5, S64, S70, S123).

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 | Non-Rigid Structure from Motion |
| Dataset (including any stated split) | CMU Motion Capture Long Sequences (test) |
| Metric | S1 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

- [S1 Error](<https://www.sota2.com/research/sota/non-rigid-structure-from-motion-on-cmu-motion-capture-long-sequences-test.md?metric=S1%20Error>): Lower is better; unit: SCALAR.

- [S5 Error](<https://www.sota2.com/research/sota/non-rigid-structure-from-motion-on-cmu-motion-capture-long-sequences-test.md?metric=S5%20Error>): Lower is better; unit: SCALAR.

- [S64 Error](<https://www.sota2.com/research/sota/non-rigid-structure-from-motion-on-cmu-motion-capture-long-sequences-test.md?metric=S64%20Error>): Lower is better; unit: SCALAR.

- [S70 Error](<https://www.sota2.com/research/sota/non-rigid-structure-from-motion-on-cmu-motion-capture-long-sequences-test.md?metric=S70%20Error>): Lower is better; unit: SCALAR.

- [S123 Error](<https://www.sota2.com/research/sota/non-rigid-structure-from-motion-on-cmu-motion-capture-long-sequences-test.md?metric=S123%20Error>): Lower is better; unit: SCALAR.

## Recorded results

| Method | S1 Error | Result date | Report paper |
| --- | --- | --- | --- |
| PAUL | 4.97 | Not recorded | 68fa699b1e209131cea2307f |
| Deep NRSfM | 10.74 | Not recorded | 68fa699b1e209131cea2307f |
| BMM | 16.45 | Not recorded | 68fa699b1e209131cea2307f |
| CNS | 37.62 | Not recorded | 68fa699b1e209131cea2307f |

### PAUL

S1 Error: 4.97. Result ID: 698dc4cb8b517eb433239cc8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa699b1e209131cea2307f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa699b1e209131cea2307f.md>)

Recorded evaluation configuration: {"Temporal Information":"No (Atemporal)"}. This record does not assert independent reproduction.

### Deep NRSfM

S1 Error: 10.74. Result ID: 698dc4cb8b517eb433239cc7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa699b1e209131cea2307f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa663a1e209131cea0ef91.md>)

Recorded evaluation configuration: {"Temporal Information":"No (Atemporal)"}. This record does not assert independent reproduction.

### BMM

S1 Error: 16.45. Result ID: 698dc4cb8b517eb433239cc6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa699b1e209131cea2307f.md>)

Recorded evaluation configuration: {"Temporal Information":"No (Atemporal)"}. This record does not assert independent reproduction.

### CNS

S1 Error: 37.62. Result ID: 698dc4cb8b517eb433239cc5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa699b1e209131cea2307f.md>)

Recorded evaluation configuration: {"Temporal Information":"Yes"}. This record does not assert independent reproduction.

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