Image Restoration on AgenticIR (unseen)
0.3348MANIQACoTIR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CoTIRinput_of_degradation_prompts=true2026.06 | 0.3348 | 0.4978 | 55.23 | 20.38 | 64.96 | 0.2932 | |
| CoTIRinput_of_degradation_prompts=false2026.06 | 0.3282 | 0.4835 | 53.93 | 19.91 | 63.83 | 0.3098 | |
| AgenticIRVenue=ICLR25, input_of_degradation_prompts=false2026.06 | 0.3004 | 0.4376 | 54.79 | 20.29 | 64.98 | 0.3501 | |
| PromptIRVenue=NeurIPS23, input_of_degradation_prompts=true2026.06 | 0.2503 | 0.3837 | 40.56 | 19.74 | 60.03 | 0.4369 | |
| InstructIRVenue=ECCV24, input_of_degradation_prompts=true2026.06 | 0.2503 | 0.3326 | 43.85 | 17.86 | 57.14 | 0.465 | |
| AirNetVenue=CVPR22, input_of_degradation_prompts=false2026.06 | 0.2463 | 0.3799 | 40.54 | 18.85 | 59.28 | 0.4529 | |
| AutoDIRVenue=ECCV24, input_of_degradation_prompts=false2026.06 | 0.2383 | 0.3598 | 45.2 | 19.43 | 61.51 | 0.4141 | |
| MiOIRVenue=Arxiv24, input_of_degradation_prompts=true2026.06 | 0.2299 | 0.3754 | 46.2 | 19.32 | 61.93 | 0.4045 | |
| DA-CLIPVenue=ICLR24, input_of_degradation_prompts=false2026.06 | 0.2283 | 0.3959 | 40.44 | 19.01 | 58.1 | 0.4602 |