No-Reference Image Quality Assessment on LIVE Synthetic (test)
0.939SROCCHiRQA-DinoV3
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HiRQA-DinoV3Backbone=DinoV3, Evaluation Protocol=Zero-Shot2025.08 | 0.939 | 0.92 | |
| MD-FSEvaluation Protocol=Zero-Shot2025.08 | 0.926 | 0.93 | |
| HiRQA-CLIPBackbone=CLIP Vision Encoder, Evaluation Protocol=Zero-Shot2025.08 | 0.912 | 0.902 | |
| HiRQA-S (ResNet18)Backbone=ResNet-18, Evaluation Protocol=Zero-Shot2025.08 | 0.91 | 0.897 | |
| NIQEEvaluation Protocol=Zero-Shot2025.08 | 0.903 | 0.906 | |
| HiRQA (ResNet50)Backbone=ResNet-50, Evaluation Protocol=Zero-Shot2025.08 | 0.902 | 0.89 | |
| QualiCLIPEvaluation Protocol=Zero-Shot2025.08 | 0.898 | 0.885 | |
| IL-NIQEEvaluation Protocol=Zero-Shot2025.08 | 0.878 | 0.884 | |
| ARNIQA-OUEvaluation Protocol=Zero-Shot2025.08 | 0.853 | 0.852 | |
| CONTRIQUE-OUEvaluation Protocol=Zero-Shot2025.08 | 0.841 | 0.84 | |
| ReIQA-OUEvaluation Protocol=Zero-Shot2025.08 | 0.781 | 0.779 | |
| CL-MIEvaluation Protocol=Zero-Shot2025.08 | 0.749 | 0.731 | |
| GRepQ-OUEvaluation Protocol=Zero-Shot2025.08 | 0.714 | 0.698 | |
| CLIP-IQAEvaluation Protocol=Zero-Shot2025.08 | 0.626 | 0.651 |