Multi-degradation Image Restoration on MiO-100 5 concurrent degradations
72.27MUSIQ Score⋆DiTTo Agent
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| ⋆DiTTo AgentMethod Category=Agent-based Methods, Restoration-expert pool=Extended2026.05 | 72.27 | 0.7241 | 0.8509 | 5.188 | |
| JarvisIRMethod Category=Agent-based Methods, Restoration-expert pool=Standard2026.05 | 71.36 | 0.6191 | 0.7677 | 5.292 | |
| DiTTo AgentMethod Category=Agent-based Methods, Restoration-expert pool=Standard2026.05 | 69.34 | 0.627 | 0.769 | 5.224 | |
| 4KAgentMethod Category=Agent-based Methods2026.05 | 69.1 | 0.5818 | 0.7355 | 5.547 | |
| AgenticIRMethod Category=Agent-based Methods2026.05 | 64.55 | 0.5325 | 0.6755 | 5.989 | |
| MiOIRMethod Category=All-in-One Methods2026.05 | 58.99 | 0.3093 | 0.5528 | 6.43 | |
| AutoDIRMethod Category=All-in-One Methods2026.05 | 58.83 | 0.3685 | 0.4646 | 9.988 | |
| PromptIRMethod Category=All-in-One Methods2026.05 | 58.2 | 0.3028 | 0.5515 | 6.527 | |
| DA-CLIPMethod Category=All-in-One Methods2026.05 | 52.63 | 0.3453 | 0.5495 | 10.547 | |
| InstructIRMethod Category=All-in-One Methods2026.05 | 52.35 | 0.3121 | 0.4011 | 10.787 | |
| AirNetMethod Category=All-in-One Methods2026.05 | 46.81 | 0.3341 | 0.4922 | 11.346 |