Blind Image Quality Assessment on CLIVE benchmark leaderboard · SOTA2 Research

Blind Image Quality Assessment on CLIVE

0.8947SRCCQPT-ResNet50

Evaluation Results

Method
QPT-ResNet502023.03	0.8947	0.9141
HyperIQA2023.04	0.859	0.882
PQR2023.04	0.857	0.882
HyperIQA2023.03	0.8546	0.8709
CONRTIQUE2023.03	0.854	0.89
UNIQUE2023.03	0.854	0.89
ResNet502023.03	0.8527	0.8807
DB-CNN2023.04	0.851	0.869
TRES2023.03	0.846	0.877
CONTRIQUE2023.04	0.845	0.857
DB-CNN2023.03	0.8443	0.8624
PaQ-2-PiQ2023.03	0.84	0.85
PaQ-2-PiQ2023.04	0.84	0.85
Re-IQA2023.04	0.84	0.854
TOPIQ2023.08	0.8206	0.8389
TOPIQ2023.08	0.8128	0.8327
Re-IQA2023.04	0.808	0.844
Re-IQA2023.04	0.806	0.824
SFA2023.03	0.8037	0.8213
Re-IQA2023.04	0.791	—
MUSIQ2023.08	0.789	0.8134
MUSIQ2023.08	0.7889	0.8295
TOPIQ2023.08	0.7868	0.814
Hyper-IQA2023.04	0.785	—
ImageNet Pretrained (Supervised)2023.04	0.781	0.809
TRES2023.08	0.7771	0.8118
PQR2023.04	0.77	—
MUSIQ2023.08	0.7672	0.8014
TRES2023.08	0.7336	0.7213
CONTRIQUE2023.04	0.731	—
QualiCLIP2024.03	0.725	0.802
WaDIQaM-NR2023.03	0.6916	0.7304
LIQE2024.03	0.657	0.691
CORNIA2023.04	0.629	0.671
CNNIQA2023.03	0.6269	0.6008
BRISQUE2023.04	0.608	0.629
BRISQUE2023.03	0.6005	0.6211
DBCNN2024.03	0.57	0.638
HyperIQA2024.03	0.56	0.642
CLIP-IQA+2024.03	0.551	0.597
GRepQ2024.03	0.536	0.583
BMPRI2023.03	0.4868	0.5229
QCN2024.03	0.463	0.559
NIQE2023.03	0.4536	0.4676
ILNIQE2023.03	0.4531	0.5114
ARNIQA2024.03	0.389	0.486
CONTRIQUE2024.03	0.342	0.408
Re-IQA2024.03	0.297	0.358