Image Denoising on BSD68 (sigma=15) (test)
34.34PSNRPromptIR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PromptIRParams.=36M2024.07 | 34.34 | 93.8 | |
| RAMParams.=6M2024.07 | 34.27 | 93.7 | |
| InstructIR-3DParams.=16M, Assistance=vision language, multi-task learning, natural language prompts, and multi-modal control2024.07 | 34.15 | 93.3 | |
| AirNetParams.=9M2024.07 | 34.14 | 93.6 | |
| AirNet2026.06 | 34.14 | 93.56 | |
| BRDNetParams.=-2024.07 | 34.1 | 92.9 | |
| BRDNet2026.06 | 34.1 | 92.91 | |
| UniProcessorAssistance=vision language, multi-task learning, natural language prompts, and multi-modal control2024.07 | 34.08 | 93.5 | |
| Art PromptIRParams.=36M, Assistance=vision language, multi-task learning, natural language prompts, and multi-modal control2024.07 | 34.06 | 93.4 | |
| CogSENet2026.06 | 34.02 | 93.36 | |
| MPRNet2026.06 | 34.01 | 93.34 | |
| PromptIRParams.=36M2024.07 | 33.98 | 93.3 | |
| RAMParams.=6M2024.07 | 33.95 | 93.3 | |
| AirNetParams.=9M2024.07 | 33.92 | 93.3 | |
| DnCNNParams.=-2024.07 | 33.89 | 93 | |
| IRCNNParams.=-2024.07 | 33.87 | 92.9 | |
| FFDNetParams.=-2024.07 | 33.87 | 92.9 | |
| MPRNetParams.=16M2024.07 | 33.54 | 92.7 | |
| CBM3DParams.=-2024.07 | 33.5 | 92.2 | |
| DL2026.06 | 33.25 | 92.25 | |
| DLParams.=2M2024.07 | 33.05 | 91.4 | |
| LPNet2026.06 | 32.31 | 92.36 | |
| BRDNet2024.07 | 32.26 | 89.8 | |
| FDGAN2026.06 | 31.11 | 91.47 | |
| FDGAN2024.07 | 30.25 | 91 | |
| DA-CLIPParams.=125M, Assistance=vision language, multi-task learning, natural language prompts, and multi-modal control2024.07 | 30.02 | 82.1 | |
| LPNet2024.07 | 26.47 | 77.8 |