# Multi-Image Super-Resolution on SatSynthBurst (test)

Source: [Multi-Image Super-Resolution on SatSynthBurst (test)](<https://www.sota2.com/research/sota/multi-image-super-resolution-on-satsynthburst-test>)

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

Data updated: 2026-02-26T05:56:47.582Z

Evaluation of Multi-Image Super-Resolution performance on the test split of the SatSynthBurst dataset, measured using PSNR, SSIM, and LPIPS.

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 | Multi-Image Super-Resolution |
| Dataset (including any stated split) | SatSynthBurst (test) |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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/multi-image-super-resolution-on-satsynthburst-test.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/multi-image-super-resolution-on-satsynthburst-test.md?metric=SSIM>): Higher is better; unit: SCALAR.

- [LPIPS](<https://www.sota2.com/research/sota/multi-image-super-resolution-on-satsynthburst-test.md?metric=LPIPS>): Lower is better; unit: SCALAR.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| SuperF MSE | 32.94 | Not recorded | 693a501e6cfd488761a54b2c |
| Bilinear | 29.71 | Not recorded | 693a501e6cfd488761a54b2c |
| Lafenetre et al. | 27.7 | Not recorded | 693a501e6cfd488761a54b2c |
| NIR | 24.99 | Not recorded | 693a501e6cfd488761a54b2c |
| NIR | 24.63 | Not recorded | 693a501e6cfd488761a54b2c |

### SuperF MSE

PSNR: 32.94. Result ID: 6998695b5698665ec4c8d3f0.

[Reporting paper](<https://www.sota2.com/research/paper/693a501e6cfd488761a54b2c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/693a501e6cfd488761a54b2c.md>)

Recorded evaluation configuration: {"Upsampling factor":"x4","LR frames":16,"Iterations":"2000"}. This record does not assert independent reproduction.

### Bilinear

PSNR: 29.71. Result ID: 6998695b5698665ec4c8d3ec.

[Reporting paper](<https://www.sota2.com/research/paper/693a501e6cfd488761a54b2c.md>)

Recorded evaluation configuration: {"Upsampling factor":"x4","LR frames":16}. This record does not assert independent reproduction.

### Lafenetre et al.

PSNR: 27.7. Result ID: 6998695b5698665ec4c8d3ed.

[Reporting paper](<https://www.sota2.com/research/paper/693a501e6cfd488761a54b2c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ecb1e209131cea4230b.md>)

Recorded evaluation configuration: {"Upsampling factor":"x4","LR frames":16}. This record does not assert independent reproduction.

### NIR

PSNR: 24.99. Result ID: 6998695b5698665ec4c8d3ef.

[Reporting paper](<https://www.sota2.com/research/paper/693a501e6cfd488761a54b2c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d191e209131cea37bd1.md>)

Recorded evaluation configuration: {"Upsampling factor":"x4","LR frames":16,"Iterations":"5000"}. This record does not assert independent reproduction.

### NIR

PSNR: 24.63. Result ID: 6998695b5698665ec4c8d3ee.

[Reporting paper](<https://www.sota2.com/research/paper/693a501e6cfd488761a54b2c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d191e209131cea37bd1.md>)

Recorded evaluation configuration: {"Upsampling factor":"x4","LR frames":16,"Iterations":"2000"}. This record does not assert independent reproduction.

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