# Video Generation on BAIR action-free (test)

Source: [Video Generation on BAIR action-free (test)](<https://www.sota2.com/research/sota/video-generation-on-bair-action-free-test>)

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

Data updated: 2026-02-26T05:37:51.566Z

Evaluation of video generation models on the test split of the BAIR action-free dataset, assessed using Bits-per-pixel.

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) | BAIR action-free (test) |
| Metric | Bits-per-pixel |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 1 of 1 |
| 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

- [Bits-per-pixel](<https://www.sota2.com/research/sota/video-generation-on-bair-action-free-test.md?metric=Bits-per-pixel>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Bits-per-pixel | Result date | Report paper |
| --- | --- | --- | --- |
| VideoFlow | 1.87 | Not recorded | 68fa67071e209131cea13f09 |

### VideoFlow

Bits-per-pixel: 1.87. Result ID: 698d15a98b517eb4331ee3fa.

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

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

Recorded evaluation configuration: {"Conditioning frames":3,"Target frames":10}. This record does not assert independent reproduction.

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