Image Restoration on real-world composite degradation dataset
0.6085CLIP-IQA+CoTIR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CoTIR2026.06 | 0.6085 | 3.5943 | 3.2435 | 0.5381 | 0.5127 | 85.8 | |
| HYPIRVenue=TOG252026.06 | 0.5946 | 3.5901 | 3.102 | 0.512 | 0.4699 | 55.1 | |
| AutoDIRVenue=ECCV242026.06 | 0.5401 | 3.1978 | 2.574 | 0.5093 | 0.4628 | 19.4 | |
| DA-CLIPVenue=ICLR242026.06 | 0.533 | 3.1735 | 2.5722 | 0.4861 | 0.4366 | 26.3 | |
| LucidFluxVenue=ICLR262026.06 | 0.531 | 3.1876 | 2.7699 | 0.4947 | 0.4224 | 28.5 | |
| OneRestoreVenue=ECCV242026.06 | 0.5304 | 3.2733 | 2.6303 | 0.4822 | 0.4067 | 33.2 | |
| Q-Agent*Venue=Arxiv262026.06 | 0.5223 | 3.1276 | 2.4639 | 0.4931 | 0.4415 | 17.2 | |
| AgenticIRVenue=ICLR252026.06 | 0.5209 | 3.2034 | 2.5557 | 0.4955 | 0.4338 | 27.5 | |
| PromptIRVenue=NeurIPS232026.06 | 0.5194 | 3.1447 | 2.4136 | 0.4947 | 0.4282 | 19 | |
| InstructIRVenue=ECCV242026.06 | 0.5063 | 3.1365 | 2.3328 | 0.4753 | 0.3948 | 25.8 |