No-Reference Image Quality Assessment on LIVE-FB Authentic (test)
0.442SROCCQualiCLIP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| QualiCLIPEvaluation Protocol=Zero-Shot2025.08 | 0.442 | 0.556 | |
| ARNIQA-OUEvaluation Protocol=Zero-Shot2025.08 | 0.428 | 0.468 | |
| HiRQA (ResNet50)Backbone=ResNet-50, Evaluation Protocol=Zero-Shot2025.08 | 0.421 | 0.49 | |
| HiRQA-CLIPBackbone=CLIP Vision Encoder, Evaluation Protocol=Zero-Shot2025.08 | 0.417 | 0.474 | |
| HiRQA-DinoV3Backbone=DinoV3, Evaluation Protocol=Zero-Shot2025.08 | 0.401 | 0.478 | |
| HiRQA-S (ResNet18)Backbone=ResNet-18, Evaluation Protocol=Zero-Shot2025.08 | 0.397 | 0.466 | |
| MD-FSEvaluation Protocol=Zero-Shot2025.08 | 0.36 | 0.407 | |
| ReIQA-OUEvaluation Protocol=Zero-Shot2025.08 | 0.35 | 0.341 | |
| CLIP-IQAEvaluation Protocol=Zero-Shot2025.08 | 0.344 | 0.473 | |
| CONTRIQUE-OUEvaluation Protocol=Zero-Shot2025.08 | 0.321 | 0.341 | |
| CL-MIEvaluation Protocol=Zero-Shot2025.08 | 0.29 | 0.322 | |
| GRepQ-OUEvaluation Protocol=Zero-Shot2025.08 | 0.289 | 0.423 | |
| IL-NIQEEvaluation Protocol=Zero-Shot2025.08 | 0.234 | 0.286 | |
| NIQEEvaluation Protocol=Zero-Shot2025.08 | 0.203 | 0.262 |