No-Reference Image Quality Assessment on Kadid10k Synthetic (test)
79.3SROCCHiRQA-DinoV3
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HiRQA-DinoV3Backbone=DinoV3, Evaluation Protocol=Zero-Shot2025.08 | 79.3 | 75.9 | |
| HiRQA (ResNet50)Backbone=ResNet-50, Evaluation Protocol=Zero-Shot2025.08 | 76.1 | 73.3 | |
| HiRQA-S (ResNet18)Backbone=ResNet-18, Evaluation Protocol=Zero-Shot2025.08 | 75 | 73.1 | |
| HiRQA-CLIPBackbone=CLIP Vision Encoder, Evaluation Protocol=Zero-Shot2025.08 | 74.8 | 73.3 | |
| QualiCLIPEvaluation Protocol=Zero-Shot2025.08 | 65.4 | 66.4 | |
| ARNIQA-OUEvaluation Protocol=Zero-Shot2025.08 | 63.2 | 63.8 | |
| MD-FSEvaluation Protocol=Zero-Shot2025.08 | 60.8 | 63.4 | |
| IL-NIQEEvaluation Protocol=Zero-Shot2025.08 | 55.7 | 59.9 | |
| CONTRIQUE-OUEvaluation Protocol=Zero-Shot2025.08 | 55.2 | 56.4 | |
| CL-MIEvaluation Protocol=Zero-Shot2025.08 | 51.8 | 52.9 | |
| ReIQA-OUEvaluation Protocol=Zero-Shot2025.08 | 51.6 | 53.4 | |
| CLIP-IQAEvaluation Protocol=Zero-Shot2025.08 | 46.5 | 47.3 | |
| GRepQ-OUEvaluation Protocol=Zero-Shot2025.08 | 41.6 | 46.3 | |
| NIQEEvaluation Protocol=Zero-Shot2025.08 | 38 | 44.2 |