Metric: SSIM (higher is better)
| # | Model↕ | SSIM▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | BSRT-Large | 0.975 | No | BSRT: Improving Burst Super-Resolution with Swin... | 2022-04-18 | Code |
| 2 | BurstM | 0.973 | No | BurstM: Deep Burst Multi-scale SR using Fourier ... | 2024-09-21 | Code |
| 3 | EBSR | 0.972 | No | - | - | Code |
| 4 | BSRT-Small | 0.971 | No | BSRT: Improving Burst Super-Resolution with Swin... | 2022-04-18 | Code |
| 5 | SBFBurst | 0.968 | No | - | - | Code |
| 6 | MFIR | 0.964 | No | Deep Reparametrization of Multi-Frame Super-Reso... | 2021-08-18 | Code |
| 7 | BIPNet | 0.96 | No | Burst Image Restoration and Enhancement | 2021-10-07 | Code |
| 8 | DBSR | 0.946 | No | Deep Burst Super-Resolution | 2021-01-26 | Code |