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ResearchFormerly WizWand

Image Quality Assessment on PIPAL NTIRE 2021 IQA Challenge (test)

0.877PLCCOurs(JSPL)
0.0710.280250.48950.69875Apr 19, 2022
Updated 8mo ago

Evaluation results

MethodLinks
Ours(JSPL)Category=FR, Strategy=Joint Semi-supervised and Positive-unlabeled Learning2022.040.8770.874
IQMACategory=FR2022.040.8760.872
IQTCategory=FR2022.040.8760.865
Ours(SL)Category=FR, Strategy=Supervised Learning2022.040.8680.868
RADNCategory=FR2022.040.8670.866
ASNACategory=FR2022.040.8310.824
DeepQACategory=FR2022.040.7950.785
EGBCategory=FR2022.040.7750.776
PieAPPCategory=FR2022.040.6970.706
DISTSCategory=FR2022.040.6860.674
IFCCategory=FR2022.040.6770.594
SWDCategory=FR2022.040.6680.661
SRSIMCategory=FR2022.040.6540.566
WaDIQaM-FRCategory=FR2022.040.6540.678
LPIPS-VGGCategory=FR2022.040.6470.591
LPIPS-AlexCategory=FR2022.040.6460.628
MADCategory=FR2022.040.6260.608
MS-SSIMCategory=FR2022.040.5630.486
FSIMCategory=FR2022.040.5610.467
FSIMCCategory=FR2022.040.5590.468
UQICategory=FR2022.040.5480.486
VIFCategory=FR2022.040.5240.433
VSICategory=FR2022.040.5160.45
GSMCategory=FR2022.040.4690.418
NQMCategory=FR2022.040.4160.346
SSIMCategory=FR2022.040.3980.34
VSNRCategory=FR2022.040.3750.321
RFSIMCategory=FR2022.040.3040.266
PSNRCategory=FR2022.040.2920.255
MACategory=NR2022.040.2030.201
PICategory=NR2022.040.1660.169
NIQECategory=NR2022.040.1020.064