No-Reference Image Quality Assessment on Koniq10k Authentic (test)
0.817SROCCQualiCLIP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| QualiCLIPEvaluation Protocol=Zero-Shot2025.08 | 0.817 | 0.838 | |
| HiRQA (ResNet50)Backbone=ResNet-50, Evaluation Protocol=Zero-Shot2025.08 | 0.802 | 0.812 | |
| HiRQA-CLIPBackbone=CLIP Vision Encoder, Evaluation Protocol=Zero-Shot2025.08 | 0.801 | 0.806 | |
| GRepQ-OUEvaluation Protocol=Zero-Shot2025.08 | 0.776 | 0.798 | |
| HiRQA-DinoV3Backbone=DinoV3, Evaluation Protocol=Zero-Shot2025.08 | 0.772 | 0.791 | |
| HiRQA-S (ResNet18)Backbone=ResNet-18, Evaluation Protocol=Zero-Shot2025.08 | 0.768 | 0.782 | |
| ARNIQA-OUEvaluation Protocol=Zero-Shot2025.08 | 0.746 | 0.762 | |
| MD-FSEvaluation Protocol=Zero-Shot2025.08 | 0.739 | 0.746 | |
| CLIP-IQAEvaluation Protocol=Zero-Shot2025.08 | 0.695 | 0.73 | |
| CL-MIEvaluation Protocol=Zero-Shot2025.08 | 0.664 | 0.653 | |
| CONTRIQUE-OUEvaluation Protocol=Zero-Shot2025.08 | 0.651 | 0.637 | |
| ReIQA-OUEvaluation Protocol=Zero-Shot2025.08 | 0.58 | 0.568 | |
| NIQEEvaluation Protocol=Zero-Shot2025.08 | 0.527 | 0.532 | |
| IL-NIQEEvaluation Protocol=Zero-Shot2025.08 | 0.511 | 0.532 |