Image Restoration on Mixed-degradation dataset Setting IV 1.0 (test)
16.879PSNRAgenticIR
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| AgenticIRGT Supervision=true2025.12 | 16.879 | 0.498 | 0.573 | 0.165 | 0.259 | 37.1 | 2.207 | |
| PromptIRGT Supervision=true2025.12 | 16.692 | 0.492 | 0.594 | 0.168 | 0.212 | 24.83 | 1.987 | |
| SimpleCallGT Supervision=false2025.12 | 16.18 | 0.473 | 0.564 | 0.233 | 0.389 | 49.81 | 2.864 | |
| AirNetGT Supervision=true2025.12 | 16.128 | 0.472 | 0.606 | 0.155 | 0.197 | 24.761 | 1.941 | |
| InstructIRGT Supervision=true2025.12 | 15.702 | 0.488 | 0.632 | 0.178 | 0.192 | 25.373 | 2.008 | |
| AutoDIRGT Supervision=true2025.12 | 15.651 | 0.464 | 0.582 | 0.203 | 0.231 | 32.172 | 2.199 | |
| MiOIR(R)GT Supervision=true2025.12 | 15.608 | 0.487 | 0.633 | 0.178 | 0.225 | 26.632 | 2.03 | |
| MiOIR(U)GT Supervision=true2025.12 | 15.596 | 0.488 | 0.643 | 0.174 | 0.254 | 26.902 | 2.022 | |
| DA-CLIPGT Supervision=true2025.12 | 15.491 | 0.482 | 0.626 | 0.181 | 0.236 | 26.862 | 2.048 |