Image Denoising on BSD68 (test) (PSNR Multi-Sigma)
31.79PSNR (σ=25)Instr.-IPT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Instr.-IPTmodel size=standard2024.06 | 31.79 | 34.4 | 28.61 | |
| Instr.-IPT-Tinymodel size=tiny2024.06 | 31.66 | 34.27 | 28.48 | |
| IDRModel Type=All-in-one2026.05 | 31.6 | 34.11 | 28.14 | |
| DRNetModel Type=All-in-one2026.05 | 31.54 | 34.19 | 28.26 | |
| NAF-ADMS-12024.06 | 31.53 | — | — | |
| RestormerModel Type=Task-specific2026.05 | 31.49 | 34.03 | 28.11 | |
| InstructIR-5Ddegradation dimension=5D2024.06 | 31.4 | — | — | |
| InstructIRModel Type=All-in-one2026.05 | 31.4 | 34 | 28.15 | |
| MPRNetModel Type=Task-specific2026.05 | 31.35 | 34.01 | 28.08 | |
| AdaIRModel Type=All-in-one2026.05 | 31.35 | 34.01 | 28.06 | |
| PromptIR2024.06 | 31.31 | 33.98 | 28.06 | |
| AirNet2024.06 | 31.26 | 33.92 | 28 | |
| DnCNNModel Type=Task-specific2026.05 | 31.24 | 33.9 | 27.95 | |
| FFDNetModel Type=Task-specific2026.05 | 31.21 | 33.87 | 27.96 | |
| IRCNNModel Type=Task-specific2026.05 | 31.16 | 33.86 | 27.86 | |
| DGUNetModel Type=Task-specific2026.05 | 31.1 | 33.85 | 27.92 | |
| InstructIR2024.06 | 31.09 | — | — | |
| NAFNetModel Type=Task-specific2026.05 | 31.02 | 33.67 | 27.73 | |
| HINetModel Type=Task-specific2026.05 | 31 | 33.72 | 27.63 | |
| MIRNetV2Model Type=Task-specific2026.05 | 30.97 | 33.66 | 27.66 | |
| AirNetModel Type=All-in-one2026.05 | 30.91 | 33.49 | 27.66 | |
| CAPTNet2024.06 | 30.75 | — | — | |
| SwinIRModel Type=Task-specific2026.05 | 30.59 | 33.31 | 27.13 | |
| TAPEModel Type=All-in-one2026.05 | 30.18 | 32.86 | 26.63 | |
| T.weatherModel Type=All-in-one2026.05 | 29 | 31.16 | 26.08 | |
| DLModel Type=All-in-one2026.05 | 23.09 | 23.16 | 22.09 |