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ResearchFormerly WizWand

No-Reference Image Quality Assessment on PIPAL (test)

0.669PLCCOurs-S
0.130280.270140.410.54986Oct 14, 2023Nov 8, 2023Dec 4, 2023Dec 30, 2023Jan 25, 2024Feb 20, 2024Mar 17, 2024
Updated 8mo ago

Evaluation results

MethodLinks
Ours-SBackbone=Swin-Small, Params. (M)=105.36, MAC (G)=98.622023.100.6690.703
MANIQAParams. (M)=127.73, MAC (G)=108.622023.100.6670.702
ARNIQAOpinion-Unaware=false2024.030.6660.634
Ours-TBackbone=Swin-Tiny, Params. (M)=76.64, MAC (G)=80.562023.100.6620.696
CONTRIQUEOpinion-Unaware=false2024.030.6110.581
Re-IQAOpinion-Unaware=false2024.030.5870.568
GRepQOpinion-Unaware=false2024.030.5680.554
CLIP-IQA+Opinion-Unaware=false2024.030.5580.552
QualiCLIPOpinion-Unaware=true2024.030.4240.41
GRepQ-OUOpinion-Unaware=true2024.030.4190.434
ARNIQA-OUOpinion-Unaware=true2024.030.3310.327
CL-MIOpinion-Unaware=true2024.030.2820.281
CLIP-IQAOpinion-Unaware=true2024.030.2790.274
MDFSOpinion-Unaware=true2024.030.2620.255
IL-NIQEOpinion-Unaware=true2024.030.220.231
CONTRIQUE-OUOpinion-Unaware=true2024.030.2180.225
NIQEOpinion-Unaware=true2024.030.1810.167
Re-IQA-OUOpinion-Unaware=true2024.030.1510.152