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Face Image Quality Assessment on CGFIQA-40k (test)

0.9873PLCCDSL-FIQA
0.6127960.7100230.807250.904477Jun 13, 2024Sep 21, 2024Dec 31, 2024Apr 11, 2025Jul 20, 2025Oct 29, 2025Feb 7, 2026

Evaluation results

MethodLinks
DSL-FIQAMethod Type=GFIQA2024.060.98730.988
DSL-FIQA2026.020.98650.9861
SFIQA-Assessor-SBackbone=EdgeNeXt-S2026.020.98460.9842
StairIQA2026.020.98430.9831
StyleGAN-IQAMethod Type=GFIQA2024.060.98220.9821
VCRNetMethod Type=generic IQA2024.060.98190.9821
TRESMethod Type=generic IQA2024.060.98160.9817
TRIQMethod Type=generic IQA2024.060.98130.9821
TOPIQ2026.020.98060.9844
MANIQAMethod Type=generic IQA2024.060.98050.9809
ReIQAMethod Type=generic IQA2024.060.980.9802
IFQAMethod Type=GFIQA2024.060.97910.9803
CONTRIQUEMethod Type=generic IQA2024.060.97880.9799
LIQEMethod Type=generic IQA2024.060.97860.9623
UNIQUEMethod Type=generic IQA2024.060.97710.9641
IFQA2026.020.97580.9779
MUSIQMethod Type=generic IQA2024.060.9750.9735
SFIQA-Assessor-STraining Dataset=GFIQA-20K2026.020.9750.9767
CR-FIQAMethod Type=BFIQA2024.060.97340.9736
MegaFaceMethod Type=BFIQA2024.060.97310.9733
DN-PIQA2026.020.97240.9714
ArcFaceMethod Type=BFIQA2024.060.97220.9723
HyperIQAMethod Type=generic IQA2024.060.97220.9733
Koncept512Method Type=generic IQA2024.060.97130.9721
MUSIQ2026.020.97010.9694
HyperIQA2026.020.96290.9766
DSL-FIQATraining Dataset=GFIQA-20K2026.020.96150.971
GraphIQAMethod Type=generic IQA2024.060.95780.9552
LIQE2026.020.95670.9839
MANIQA2026.020.95610.9521
MetaIQAMethod Type=generic IQA2024.060.94740.9463
TReS2026.020.84520.8505
DSL-FIQATraining Dataset=SFIQA-Bench2026.020.82630.8338
CLIPIQA2026.020.81090.8062
SFIQA-Assessor-STraining Dataset=SFIQA-Bench2026.020.77090.7499
SDD-FIQA2026.020.72570.703
SER-FIQ2026.020.62720.6037