Multi-degradation Image Restoration on MiO-100 3 concurrent degradations
70.65MUSIQ Score⋆DiTTo Agent
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ⋆DiTTo AgentMethod Category=Agent-based Methods, Restoration-expert pool=Extended2026.05 | 70.65 | 0.6855 | 0.8101 | 5.773 | |
| JarvisIRMethod Category=Agent-based Methods, Restoration-expert pool=Standard2026.05 | 67.54 | 0.5331 | 0.6845 | 5.862 | |
| DiTTo AgentMethod Category=Agent-based Methods, Restoration-expert pool=Standard2026.05 | 67.09 | 0.5823 | 0.7126 | 5.962 | |
| 4KAgentMethod Category=Agent-based Methods2026.05 | 65.4 | 0.5025 | 0.6555 | 6.121 | |
| AgenticIRMethod Category=Agent-based Methods2026.05 | 61.2 | 0.4585 | 0.601 | 6.587 | |
| PromptIRMethod Category=All-in-One Methods2026.05 | 53.38 | 0.2808 | 0.4078 | 6.162 | |
| MiOIRMethod Category=All-in-One Methods2026.05 | 52.41 | 0.2815 | 0.404 | 6.075 | |
| AutoDIRMethod Category=All-in-One Methods2026.05 | 52.29 | 0.3184 | 0.3985 | 8.537 | |
| DA-CLIPMethod Category=All-in-One Methods2026.05 | 46.78 | 0.2983 | 0.4714 | 9.016 | |
| InstructIRMethod Category=All-in-One Methods2026.05 | 46.53 | 0.2697 | 0.344 | 9.221 | |
| AirNetMethod Category=All-in-One Methods2026.05 | 41.6 | 0.2887 | 0.4221 | 9.699 |