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ResearchFormerly WizWand

No-Reference Image Quality Assessment on LIVE-C Authentic (test)

0.727SROCCHiRQA-DinoV3
0.332840.435170.53750.63983Aug 20, 2025
Updated 5mo ago

Evaluation results

MethodLinks
HiRQA-DinoV3Backbone=DinoV3, Evaluation Protocol=Zero-Shot2025.080.7270.737
QualiCLIPEvaluation Protocol=Zero-Shot2025.080.7250.802
GRepQ-OUEvaluation Protocol=Zero-Shot2025.080.7220.766
HiRQA-CLIPBackbone=CLIP Vision Encoder, Evaluation Protocol=Zero-Shot2025.080.7020.734
HiRQA (ResNet50)Backbone=ResNet-50, Evaluation Protocol=Zero-Shot2025.080.6920.744
CLIP-IQAEvaluation Protocol=Zero-Shot2025.080.6560.67
HiRQA-S (ResNet18)Backbone=ResNet-18, Evaluation Protocol=Zero-Shot2025.080.6320.701
CL-MIEvaluation Protocol=Zero-Shot2025.080.4940.48
ARNIQA-OUEvaluation Protocol=Zero-Shot2025.080.4680.557
NIQEEvaluation Protocol=Zero-Shot2025.080.4460.469
IL-NIQEEvaluation Protocol=Zero-Shot2025.080.4270.481
MD-FSEvaluation Protocol=Zero-Shot2025.080.4270.467
ReIQA-OUEvaluation Protocol=Zero-Shot2025.080.3790.288
CONTRIQUE-OUEvaluation Protocol=Zero-Shot2025.080.3480.364