Metric: PSNR (higher is better)
| # | Model↕ | PSNR▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | BSRT-Large | 43.62 | No | BSRT: Improving Burst Super-Resolution with Swin... | 2022-04-18 | Code |
| 2 | EBSR | 42.98 | No | - | - | Code |
| 3 | BurstM | 42.87 | No | BurstM: Deep Burst Multi-scale SR using Fourier ... | 2024-09-21 | Code |
| 4 | BSRT-Small | 42.72 | No | BSRT: Improving Burst Super-Resolution with Swin... | 2022-04-18 | Code |
| 5 | SBFBurst | 42.19 | No | - | - | Code |
| 6 | BIPNet | 41.93 | No | Burst Image Restoration and Enhancement | 2021-10-07 | Code |
| 7 | MFIR | 41.56 | No | Deep Reparametrization of Multi-Frame Super-Reso... | 2021-08-18 | Code |
| 8 | DBSR | 39.17 | No | Deep Burst Super-Resolution | 2021-01-26 | Code |