Burst Image Super Resolution On
評価指標
PSNR
SSIM
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
モデル名 | PSNR | SSIM | Paper Title | Repository |
|---|---|---|---|---|
| BurstM | 42.87 | 0.973 | BurstM: Deep Burst Multi-scale SR using Fourier Space with Optical Flow | |
| BSRT-Small | 42.72 | 0.971 | BSRT: Improving Burst Super-Resolution with Swin Transformer and Flow-Guided Deformable Alignment | |
| BIPNet | 41.93 | 0.96 | Burst Image Restoration and Enhancement | |
| DBSR | 39.17 | 0.946 | Deep Burst Super-Resolution | |
| SBFBurst | 42.19 | 0.968 | Simple Base Frame Guided Residual Network for RAW Burst Image Super-Resolution | - |
| EBSR | 42.98 | 0.972 | EBSR: Feature Enhanced Burst Super-Resolution With Deformable Alignment | - |
| MFIR | 41.56 | 0.964 | Deep Reparametrization of Multi-Frame Super-Resolution and Denoising | |
| BSRT-Large | 43.62 | 0.975 | BSRT: Improving Burst Super-Resolution with Swin Transformer and Flow-Guided Deformable Alignment |
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