# Video Generation on Stochastic Movement Dataset (test)

Source: [Video Generation on Stochastic Movement Dataset (test)](<https://www.sota2.com/research/sota/video-generation-on-stochastic-movement-dataset-test>)

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

Data updated: 2026-02-26T05:45:27.828Z

Evaluation of video generation performance on the test split of the Stochastic Movement Dataset, assessed using metrics such as Fooling rate.

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 | Video Generation |
| Dataset (including any stated split) | Stochastic Movement Dataset (test) |
| Metric | Fooling Rate |
| Unit | PERCENT |
| Direction | Lower is better |
| Results loaded | 3 of 3 |
| 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

- [Fooling Rate](<https://www.sota2.com/research/sota/video-generation-on-stochastic-movement-dataset-test.md?metric=Fooling%20Rate>): Lower is better; unit: PERCENT.

## Recorded results

| Method | Fooling Rate | Result date | Report paper |
| --- | --- | --- | --- |
| SAVP-VAE | 16.4 | Not recorded | 68fa67071e209131cea13f09 |
| SV2P | 17.5 | Not recorded | 68fa67071e209131cea13f09 |
| VideoFlow | 31.8 | Not recorded | 68fa67071e209131cea13f09 |

### SAVP-VAE

Fooling Rate: 16.4. Result ID: 698d15a98b517eb4331ee3f7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67071e209131cea13f09.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa642d1e209131cea0326e.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"2AFC Amazon Mechanical Turk"}. This record does not assert independent reproduction.

### SV2P

Fooling Rate: 17.5. Result ID: 698d15a98b517eb4331ee3f9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67071e209131cea13f09.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64261e209131cea02e93.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"2AFC Amazon Mechanical Turk"}. This record does not assert independent reproduction.

### VideoFlow

Fooling Rate: 31.8. Result ID: 698d15a98b517eb4331ee3f8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67071e209131cea13f09.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67071e209131cea13f09.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"2AFC Amazon Mechanical Turk"}. This record does not assert independent reproduction.

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