No-Reference Image Quality Assessment on TID Synthetic 2013 (test)
0.731SROCCHiRQA-DinoV3
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HiRQA-DinoV3Backbone=DinoV3, Evaluation Protocol=Zero-Shot2025.08 | 0.731 | 0.742 | |
| HiRQA (ResNet50)Backbone=ResNet-50, Evaluation Protocol=Zero-Shot2025.08 | 0.679 | 0.697 | |
| HiRQA-CLIPBackbone=CLIP Vision Encoder, Evaluation Protocol=Zero-Shot2025.08 | 0.676 | 0.688 | |
| QualiCLIPEvaluation Protocol=Zero-Shot2025.08 | 0.651 | 0.732 | |
| HiRQA-S (ResNet18)Backbone=ResNet-18, Evaluation Protocol=Zero-Shot2025.08 | 0.642 | 0.677 | |
| MD-FSEvaluation Protocol=Zero-Shot2025.08 | 0.554 | 0.657 | |
| CLIP-IQAEvaluation Protocol=Zero-Shot2025.08 | 0.525 | 0.632 | |
| IL-NIQEEvaluation Protocol=Zero-Shot2025.08 | 0.504 | 0.636 | |
| ARNIQA-OUEvaluation Protocol=Zero-Shot2025.08 | 0.467 | 0.527 | |
| GRepQ-OUEvaluation Protocol=Zero-Shot2025.08 | 0.423 | 0.565 | |
| CONTRIQUE-OUEvaluation Protocol=Zero-Shot2025.08 | 0.321 | 0.344 | |
| NIQEEvaluation Protocol=Zero-Shot2025.08 | 0.308 | 0.419 | |
| ReIQA-OUEvaluation Protocol=Zero-Shot2025.08 | 0.284 | 0.339 | |
| CL-MIEvaluation Protocol=Zero-Shot2025.08 | 0.249 | 0.317 |