# Video Generation on Wan 14B 480p 81 Frames 2.1

Source: [Video Generation on Wan 14B 480p 81 Frames 2.1](<https://www.sota2.com/research/sota/video-generation-on-wan-14b-480p-81-frames-2-1>)

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

Data updated: 2026-06-11T06:34:49.056Z

Evaluation of video generation models on the specific Wan 14B dataset configuration (480p resolution, 81 frames, version 2.1), assessed using quality metrics (PSNR, SSIM) and performance metrics (Time, Attn. FLOPs).

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 480p 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-480p-81-frames-2-1.md?metric=SSIM>): Higher is better; unit: PERCENT.

- [Inference Time](<https://www.sota2.com/research/sota/video-generation-on-wan-14b-480p-81-frames-2-1.md?metric=Inference%20Time>): Lower is better; unit: TIME.

- [Attn. FLOPs](<https://www.sota2.com/research/sota/video-generation-on-wan-14b-480p-81-frames-2-1.md?metric=Attn.%20FLOPs>): Lower is better; unit: SCALAR.

- [PSNR](<https://www.sota2.com/research/sota/video-generation-on-wan-14b-480p-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 | 87 | Not recorded | 68fa7b6e1e209131cea88646 |
| FG-Attn | 87 | Not recorded | 68fa7b6e1e209131cea88646 |
| FG-Attn | 87 | Not recorded | 68fa7b6e1e209131cea88646 |
| FG-Attn | 86 | Not recorded | 68fa7b6e1e209131cea88646 |
| SVG | 84 | Not recorded | 68fa7b6e1e209131cea88646 |
| Radial | 80 | Not recorded | 68fa7b6e1e209131cea88646 |
| Sparge | 79 | Not recorded | 68fa7b6e1e209131cea88646 |

### FA3

SSIM: 100. Result ID: 6a2a5553fbc373592c26af06.

[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: 87. Result ID: 6a2a5553fbc373592c26af07.

[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: 87. Result ID: 6a2a5553fbc373592c26af08.

[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.

### FG-Attn

SSIM: 87. Result ID: 6a2a5553fbc373592c26af09.

[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.

### FG-Attn

SSIM: 86. Result ID: 6a2a5553fbc373592c26af0a.

[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.

### SVG

SSIM: 84. Result ID: 6a2a5553fbc373592c26af03.

[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.

### Radial

SSIM: 80. Result ID: 6a2a5553fbc373592c26af05.

[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.

### Sparge

SSIM: 79. Result ID: 6a2a5553fbc373592c26af04.

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

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

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