# Video Prediction on MNIST

Source: [Video Prediction on MNIST](<https://www.sota2.com/research/sota/video-prediction-on-mnist>)

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

Data updated: 2026-02-26T05:55:29.373Z

Evaluation of video prediction models using the standard MNIST dataset, typically assessed using metrics like 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 Prediction |
| Dataset (including any stated split) | MNIST |
| Metric | PSNR |
| 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](<https://www.sota2.com/research/sota/video-prediction-on-mnist.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/video-prediction-on-mnist.md?metric=SSIM>): Higher is better; unit: SCALAR.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| SLAMP | 18.07 | Not recorded | 68fa6a7e1e209131cea289ef |
| SRVP | 16.93 | Not recorded | 68fa6a7e1e209131cea289ef |
| SLAMP-Baseline | 16.83 | Not recorded | 68fa6a7e1e209131cea289ef |
| SVG | 14.5 | Not recorded | 68fa6a7e1e209131cea289ef |

### SLAMP

PSNR: 18.07. Result ID: 698e3c7effc3901de09be57e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a7e1e209131cea289ef.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a7e1e209131cea289ef.md>)

[Implementation](<https://kuis-ai.github.io/slamp>)

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

### SRVP

PSNR: 16.93. Result ID: 698e3c7effc3901de09be57c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a7e1e209131cea289ef.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68121e209131cea19fcd.md>)

[Implementation](<https://github.com/edouardelasalles/srvp>)

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

### SLAMP-Baseline

PSNR: 16.83. Result ID: 698e3c7effc3901de09be57d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a7e1e209131cea289ef.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a7e1e209131cea289ef.md>)

[Implementation](<https://kuis-ai.github.io/slamp>)

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

### SVG

PSNR: 14.5. Result ID: 698e3c7effc3901de09be57b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a7e1e209131cea289ef.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72811e209131cea56da0.md>)

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

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