# Temporal video rescaling on Vimeo90k septuplet (test)

Source: [Temporal video rescaling on Vimeo90k septuplet (test)](<https://www.sota2.com/research/sota/temporal-video-rescaling-on-vimeo90k-septuplet-test>)

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

Data updated: 2026-05-18T07:40:40.531Z

Evaluation of Temporal video rescaling performance on the test split of the Vimeo90k septuplet 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 | Temporal video rescaling |
| Dataset (including any stated split) | Vimeo90k septuplet (test) |
| Metric | PSNR (dB) |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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 (dB)](<https://www.sota2.com/research/sota/temporal-video-rescaling-on-vimeo90k-septuplet-test.md?metric=PSNR%20(dB)>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/temporal-video-rescaling-on-vimeo90k-septuplet-test.md?metric=SSIM>): Higher is better; unit: PERCENT.

## Recorded results

| Method | PSNR (dB) | Result date | Report paper |
| --- | --- | --- | --- |
| Frame Skipping | 36.84 | Not recorded | 6a0a9d1edbc836b87d82b485 |
| TVRN | 36.32 | Not recorded | 6a0a9d1edbc836b87d82b485 |
| CSTVR\* | 36.29 | Not recorded | 6a0a9d1edbc836b87d82b485 |
| STAA | 36.26 | Not recorded | 6a0a9d1edbc836b87d82b485 |

### Frame Skipping

PSNR (dB): 36.84. Result ID: 6a0ac25c47f34ce924f09727.

[Reporting paper](<https://www.sota2.com/research/paper/6a0a9d1edbc836b87d82b485.md>)

Recorded evaluation configuration: {"Downscaler":"Frame Skipping"}. This record does not assert independent reproduction.

### TVRN

PSNR (dB): 36.32. Result ID: 6a0ac25c47f34ce924f0972a.

[Reporting paper](<https://www.sota2.com/research/paper/6a0a9d1edbc836b87d82b485.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0a9d1edbc836b87d82b485.md>)

Recorded evaluation configuration: {"Downscaler":"TVRN"}. This record does not assert independent reproduction.

### CSTVR\*

PSNR (dB): 36.29. Result ID: 6a0ac25c47f34ce924f09729.

[Reporting paper](<https://www.sota2.com/research/paper/6a0a9d1edbc836b87d82b485.md>)

Recorded evaluation configuration: {"Downscaler":"CSTVR\*"}. This record does not assert independent reproduction.

### STAA

PSNR (dB): 36.26. Result ID: 6a0ac25c47f34ce924f09728.

[Reporting paper](<https://www.sota2.com/research/paper/6a0a9d1edbc836b87d82b485.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bfa1e209131cea315f9.md>)

Recorded evaluation configuration: {"Downscaler":"STAA"}. This record does not assert independent reproduction.

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