Image Restoration on MiO100 out-of-domain degradation combinations (D=2)
23.19PSNRTIR-Agent
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| TIR-AgentType=Agent2026.03 | 23.19 | 75.26 | 33.16 | 31.03 | 40.97 | 57.63 | |
| AgenticIRType=Agent2026.03 | 21.54 | 70.06 | 34.92 | 27.62 | 38.33 | 52.57 | |
| DA-CLIPType=All-in-One2026.03 | 20.2 | 62.66 | 40.62 | 24.36 | 33.71 | 40.19 | |
| 4KAgentType=Agent2026.03 | 20.17 | 64.88 | 35.19 | 29.36 | 43.41 | 55.65 | |
| PromptIRType=All-in-One2026.03 | 19.53 | 59.47 | 44.41 | 24.45 | 32.23 | 37.06 | |
| AutoDIRType=All-in-One2026.03 | 19.18 | 60.13 | 40.46 | 29.8 | 36.46 | 50.31 | |
| AirNetType=All-in-One2026.03 | 19.05 | 58.92 | 44.54 | 23.84 | 30.3 | 37.59 | |
| MiOIR(R)Type=All-in-One2026.03 | 18.93 | 60.98 | 41.31 | 22.68 | 33.36 | 39.73 | |
| InstructIRType=All-in-One2026.03 | 18.63 | 56.22 | 47.8 | 26.22 | 31.36 | 42.38 | |
| MiOIR(U)Type=All-in-One2026.03 | 18.62 | 60.92 | 41.29 | 23.09 | 34.22 | 40.56 |