Image Restoration on MiO100 out-of-domain degradation combinations (D>=3)
18.69PSNRTIR-Agent
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| TIR-AgentType=Agent2026.03 | 18.69 | 52.87 | 0.5233 | 20.79 | 32.68 | 45.55 | |
| 4KAgentType=Agent2026.03 | 18.17 | 50.72 | 0.5384 | 19.09 | 29.89 | 37.58 | |
| AgenticIRType=Agent2026.03 | 18.13 | 52.37 | 0.5429 | 17.77 | 28.01 | 38 | |
| AutoDIRType=All-in-One2026.03 | 18.12 | 46.51 | 0.5668 | 17.26 | 24.29 | 30.13 | |
| MiOIR(R)Type=All-in-One2026.03 | 18.11 | 47.19 | 0.6087 | 15.4 | 25.73 | 26.76 | |
| MiOIR(U)Type=All-in-One2026.03 | 18.1 | 47 | 0.6067 | 15.64 | 28.17 | 26.98 | |
| InstructIRType=All-in-One2026.03 | 18.04 | 46.64 | 0.6065 | 15.09 | 22.18 | 26.05 | |
| PromptIRType=All-in-One2026.03 | 17.86 | 45.02 | 0.6071 | 15.53 | 23.56 | 25.33 | |
| DA-CLIPType=All-in-One2026.03 | 17.84 | 45.36 | 0.6136 | 17.29 | 28.43 | 28.06 | |
| AirNetType=All-in-One2026.03 | 17.36 | 43.87 | 0.6162 | 14.77 | 21.98 | 25.12 |