No-Reference Image Quality Assessment on LIVE-C Authentic (test)
0.727SROCCHiRQA-DinoV3
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HiRQA-DinoV3Backbone=DinoV3, Evaluation Protocol=Zero-Shot2025.08 | 0.727 | 0.737 | |
| QualiCLIPEvaluation Protocol=Zero-Shot2025.08 | 0.725 | 0.802 | |
| GRepQ-OUEvaluation Protocol=Zero-Shot2025.08 | 0.722 | 0.766 | |
| HiRQA-CLIPBackbone=CLIP Vision Encoder, Evaluation Protocol=Zero-Shot2025.08 | 0.702 | 0.734 | |
| HiRQA (ResNet50)Backbone=ResNet-50, Evaluation Protocol=Zero-Shot2025.08 | 0.692 | 0.744 | |
| CLIP-IQAEvaluation Protocol=Zero-Shot2025.08 | 0.656 | 0.67 | |
| HiRQA-S (ResNet18)Backbone=ResNet-18, Evaluation Protocol=Zero-Shot2025.08 | 0.632 | 0.701 | |
| CL-MIEvaluation Protocol=Zero-Shot2025.08 | 0.494 | 0.48 | |
| ARNIQA-OUEvaluation Protocol=Zero-Shot2025.08 | 0.468 | 0.557 | |
| NIQEEvaluation Protocol=Zero-Shot2025.08 | 0.446 | 0.469 | |
| IL-NIQEEvaluation Protocol=Zero-Shot2025.08 | 0.427 | 0.481 | |
| MD-FSEvaluation Protocol=Zero-Shot2025.08 | 0.427 | 0.467 | |
| ReIQA-OUEvaluation Protocol=Zero-Shot2025.08 | 0.379 | 0.288 | |
| CONTRIQUE-OUEvaluation Protocol=Zero-Shot2025.08 | 0.348 | 0.364 |