# Video Generation on Wan 14B 720p 81 Frames 2.1

Source: [Video Generation on Wan 14B 720p 81 Frames 2.1](<https://www.sota2.com/research/sota/video-generation-on-wan-14b-720p-81-frames-2-1>)

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

Data updated: 2026-06-11T06:34:49.107Z

Evaluation of video generation models on the Wan 14B dataset (720p resolution, 81 frames, version 2.1), assessed using temporal metrics (Time, Attn. FLOPs) and perceptual quality metrics (PSNR, SSIM).

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) | Wan 14B 720p 81 Frames 2.1 |
| Metric | SSIM |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 8 of 8 |
| 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

- [SSIM](<https://www.sota2.com/research/sota/video-generation-on-wan-14b-720p-81-frames-2-1.md?metric=SSIM>): Higher is better; unit: PERCENT.

- [Time](<https://www.sota2.com/research/sota/video-generation-on-wan-14b-720p-81-frames-2-1.md?metric=Time>): Lower is better; unit: TIME.

- [Attn. FLOPs](<https://www.sota2.com/research/sota/video-generation-on-wan-14b-720p-81-frames-2-1.md?metric=Attn.%20FLOPs>): Lower is better; unit: SIZE.

- [PSNR](<https://www.sota2.com/research/sota/video-generation-on-wan-14b-720p-81-frames-2-1.md?metric=PSNR>): Higher is better; unit: SCALAR.

## Recorded results

| Method | SSIM | Result date | Report paper |
| --- | --- | --- | --- |
| FA3 | 100 | Not recorded | 68fa7b6e1e209131cea88646 |
| FI+SVG2 | 84 | Not recorded | 68fa7b6e1e209131cea88646 |
| FG-Attn | 84 | Not recorded | 68fa7b6e1e209131cea88646 |
| SVG | 80 | Not recorded | 68fa7b6e1e209131cea88646 |
| FG-Attn | 80 | Not recorded | 68fa7b6e1e209131cea88646 |
| Sparge | 78 | Not recorded | 68fa7b6e1e209131cea88646 |
| Radial | 78 | Not recorded | 68fa7b6e1e209131cea88646 |
| FG-Attn | 78 | Not recorded | 68fa7b6e1e209131cea88646 |

### FA3

SSIM: 100. Result ID: 6a2a5553fbc373592c26af0e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6e1e209131cea88646.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa740f1e209131cea5f89c.md>)

[Implementation](<https://github.com/Dao-AILab/flash-attention>)

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

### FI+SVG2

SSIM: 84. Result ID: 6a2a5553fbc373592c26af0f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6e1e209131cea88646.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7be31e209131cea8b13e.md>)

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

### FG-Attn

SSIM: 84. Result ID: 6a2a5553fbc373592c26af10.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6e1e209131cea88646.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b6e1e209131cea88646.md>)

Recorded evaluation configuration: {"Block Size":"16"}. This record does not assert independent reproduction.

### SVG

SSIM: 80. Result ID: 6a2a5553fbc373592c26af0b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6e1e209131cea88646.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78471e209131cea7791d.md>)

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

### FG-Attn

SSIM: 80. Result ID: 6a2a5553fbc373592c26af11.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6e1e209131cea88646.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b6e1e209131cea88646.md>)

Recorded evaluation configuration: {"Block Size":"32"}. This record does not assert independent reproduction.

### Sparge

SSIM: 78. Result ID: 6a2a5553fbc373592c26af0c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6e1e209131cea88646.md>)

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

### Radial

SSIM: 78. Result ID: 6a2a5553fbc373592c26af0d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6e1e209131cea88646.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79ab1e209131cea7ecf7.md>)

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

### FG-Attn

SSIM: 78. Result ID: 6a2a5553fbc373592c26af12.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6e1e209131cea88646.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b6e1e209131cea88646.md>)

Recorded evaluation configuration: {"Block Size":"64"}. This record does not assert independent reproduction.

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