# Video Frame Interpolation on BVI-DVC-4K (test)

Source: [Video Frame Interpolation on BVI-DVC-4K (test)](<https://www.sota2.com/research/sota/video-frame-interpolation-on-bvi-dvc-4k-test>)

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

Data updated: 2026-02-26T05:55:44.134Z

Evaluation of Video Frame Interpolation performance on the test split of the BVI-DVC-4K dataset, measured using PSNR and 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 Frame Interpolation |
| Dataset (including any stated split) | BVI-DVC-4K (test) |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 10 of 10 |
| 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

- [PSNR](<https://www.sota2.com/research/sota/video-frame-interpolation-on-bvi-dvc-4k-test.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/video-frame-interpolation-on-bvi-dvc-4k-test.md?metric=SSIM>): Higher is better; unit: PERCENT.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| M2M-PWC | 29.77 | Not recorded | 68fa6eef1e209131cea42fc7 |
| BiFormer | 29.67 | Not recorded | 68fa6eef1e209131cea42fc7 |
| XVFI | 29.17 | Not recorded | 68fa6eef1e209131cea42fc7 |
| ABME | 28.28 | Not recorded | 68fa6eef1e209131cea42fc7 |
| VFIformer | 27.45 | Not recorded | 68fa6eef1e209131cea42fc7 |
| CAIN | 27.06 | Not recorded | 68fa6eef1e209131cea42fc7 |
| CDFI | 26.84 | Not recorded | 68fa6eef1e209131cea42fc7 |
| SepConv | 26.57 | Not recorded | 68fa6eef1e209131cea42fc7 |
| AdaCoF | 26.35 | Not recorded | 68fa6eef1e209131cea42fc7 |
| BMBC | 25.41 | Not recorded | 68fa6eef1e209131cea42fc7 |

### M2M-PWC

PSNR: 29.77. Result ID: 699072743a6c31484900a093.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6eef1e209131cea42fc7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c3f1e209131cea32ffc.md>)

Recorded evaluation configuration: {"2K Runtime (seconds)":"0.07","Parameters (millions)":"7.6"}. This record does not assert independent reproduction.

### BiFormer

PSNR: 29.67. Result ID: 699072743a6c31484900a094.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6eef1e209131cea42fc7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6eef1e209131cea42fc7.md>)

[Implementation](<https://github.com/JunHeum/BiFormer>)

Recorded evaluation configuration: {"2K Runtime (seconds)":"0.53","Parameters (millions)":"11.2"}. This record does not assert independent reproduction.

### XVFI

PSNR: 29.17. Result ID: 699072743a6c31484900a090.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6eef1e209131cea42fc7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a7d1e209131cea2895f.md>)

[Implementation](<https://github.com/JihyongOh/XVFI>)

Recorded evaluation configuration: {"2K Runtime (seconds)":"0.36","Parameters (millions)":"5.6"}. This record does not assert independent reproduction.

### ABME

PSNR: 28.28. Result ID: 699072743a6c31484900a091.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6eef1e209131cea42fc7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a8b1e209131cea28aaf.md>)

[Implementation](<https://github.com/JunHeum/ABME>)

Recorded evaluation configuration: {"2K Runtime (seconds)":"1.16","Parameters (millions)":"18.1"}. This record does not assert independent reproduction.

### VFIformer

PSNR: 27.45. Result ID: 699072743a6c31484900a092.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6eef1e209131cea42fc7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c831e209131cea34700.md>)

[Implementation](<https://github.com/dvlab-research/VFIformer>)

Recorded evaluation configuration: {"Parameters (millions)":"24.2"}. This record does not assert independent reproduction.

### CAIN

PSNR: 27.06. Result ID: 699072743a6c31484900a08c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6eef1e209131cea42fc7.md>)

Recorded evaluation configuration: {"2K Runtime (seconds)":"0.14","Parameters (millions)":"42.8"}. This record does not assert independent reproduction.

### CDFI

PSNR: 26.84. Result ID: 699072743a6c31484900a08f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6eef1e209131cea42fc7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa699f1e209131cea232aa.md>)

[Implementation](<https://github.com/tding1/CDFI>)

Recorded evaluation configuration: {"2K Runtime (seconds)":"1.24","Parameters (millions)":"5.0"}. This record does not assert independent reproduction.

### SepConv

PSNR: 26.57. Result ID: 699072743a6c31484900a08b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6eef1e209131cea42fc7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa638c1e209131ce9ff7c6.md>)

[Implementation](<http://graphics.cs.pdx.edu/project/sepconv>)

Recorded evaluation configuration: {"2K Runtime (seconds)":"0.41","Parameters (millions)":"21.6"}. This record does not assert independent reproduction.

### AdaCoF

PSNR: 26.35. Result ID: 699072743a6c31484900a08d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6eef1e209131cea42fc7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67381e209131cea14eef.md>)

[Implementation](<https://github.com/HyeongminLEE/AdaCoF-pytorch>)

Recorded evaluation configuration: {"2K Runtime (seconds)":"0.28","Parameters (millions)":"22.9"}. This record does not assert independent reproduction.

### BMBC

PSNR: 25.41. Result ID: 699072743a6c31484900a08e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6eef1e209131cea42fc7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa680e1e209131cea19e65.md>)

[Implementation](<https://github.com/JunHeum/BMBC>)

Recorded evaluation configuration: {"2K Runtime (seconds)":"6.45","Parameters (millions)":"11.0"}. This record does not assert independent reproduction.

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