# Image-to-Video Generation on VBench I2V 720x1280 2.0 (test)

Source: [Image-to-Video Generation on VBench I2V 720x1280 2.0 (test)](<https://www.sota2.com/research/sota/image-to-video-generation-on-vbench-i2v-720x1280-2-0-test>)

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

Data updated: 2026-02-26T06:07:29.125Z

Evaluation of Image-to-Video generation models using the VBench I2V 2.0 test set (720x1280 resolution), assessed using metrics such as Total Score, I2V Score, and Quality Score.

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 | Image-to-Video Generation |
| Dataset (including any stated split) | VBench I2V 720x1280 2.0 (test) |
| Metric | Total Score |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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

- [Total Score](<https://www.sota2.com/research/sota/image-to-video-generation-on-vbench-i2v-720x1280-2-0-test.md?metric=Total%20Score>): Higher is better; unit: PERCENT.

- [I2V Score](<https://www.sota2.com/research/sota/image-to-video-generation-on-vbench-i2v-720x1280-2-0-test.md?metric=I2V%20Score>): Higher is better; unit: PERCENT.

- [Quality Score](<https://www.sota2.com/research/sota/image-to-video-generation-on-vbench-i2v-720x1280-2-0-test.md?metric=Quality%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Total Score | Result date | Report paper |
| --- | --- | --- | --- |
| Step-Video-TI2V | 88.36 | Not recorded | 698181a4a8b01e76cc8e275a |
| FSVideo | 88.12 | Not recorded | 698181a4a8b01e76cc8e275a |
| DC-VideoGen-Wan-2.1-14B | 87.73 | Not recorded | 698181a4a8b01e76cc8e275a |
| Pusa-V1.0 | 87.32 | Not recorded | 698181a4a8b01e76cc8e275a |
| Wan2.1-I2V-14B-720P | 86.86 | Not recorded | 698181a4a8b01e76cc8e275a |
| HunyuanVideo-I2V | 86.82 | Not recorded | 698181a4a8b01e76cc8e275a |

### Step-Video-TI2V

Total Score: 88.36. Result ID: 699759855698665ec4abba11.

[Reporting paper](<https://www.sota2.com/research/paper/698181a4a8b01e76cc8e275a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77211e209131cea7144c.md>)

Recorded evaluation configuration: {"Video Autoencoder":null,"#Params (B)":"30"}. This record does not assert independent reproduction.

### FSVideo

Total Score: 88.12. Result ID: 699759855698665ec4abba15.

[Reporting paper](<https://www.sota2.com/research/paper/698181a4a8b01e76cc8e275a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/698181a4a8b01e76cc8e275a.md>)

Recorded evaluation configuration: {"Video Autoencoder":"FSAE-f64t4c128","#Params (B)":"14+14"}. This record does not assert independent reproduction.

### DC-VideoGen-Wan-2.1-14B

Total Score: 87.73. Result ID: 699759855698665ec4abba14.

[Reporting paper](<https://www.sota2.com/research/paper/698181a4a8b01e76cc8e275a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7baf1e209131cea89e0e.md>)

Recorded evaluation configuration: {"Video Autoencoder":"DC-AE-V-f32t4c32","#Params (B)":"14"}. This record does not assert independent reproduction.

### Pusa-V1.0

Total Score: 87.32. Result ID: 699759855698665ec4abba13.

[Reporting paper](<https://www.sota2.com/research/paper/698181a4a8b01e76cc8e275a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a2e1e209131cea819b2.md>)

Recorded evaluation configuration: {"Video Autoencoder":"Wan-2.1-VAE-f8t4c16","#Params (B)":"14"}. This record does not assert independent reproduction.

### Wan2.1-I2V-14B-720P

Total Score: 86.86. Result ID: 699759855698665ec4abba12.

[Reporting paper](<https://www.sota2.com/research/paper/698181a4a8b01e76cc8e275a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78241e209131cea76f7d.md>)

Recorded evaluation configuration: {"Video Autoencoder":"Wan-2.1-VAE-f8t4c16","#Params (B)":"14"}. This record does not assert independent reproduction.

### HunyuanVideo-I2V

Total Score: 86.82. Result ID: 699759855698665ec4abba10.

[Reporting paper](<https://www.sota2.com/research/paper/698181a4a8b01e76cc8e275a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77581e209131cea72919.md>)

Recorded evaluation configuration: {"Video Autoencoder":null,"#Params (B)":"13"}. This record does not assert independent reproduction.

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