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Face Image Quality Assessment on SFIQA-Bench (test)

0.9311Noise SRCCDSL-FIQA
-0.0120760.2327870.477650.722513Feb 7, 2026

Evaluation results

MethodLinks
DSL-FIQAParams (M)=252.69, GMACs=2427.2, Latency (ms)=518.92026.020.93110.95320.94220.95190.9360.95170.94170.95570.92740.94720.94110.9585
SFIQA-Assessor-SParams (M)=17.76, GMACs=3.75, Latency (ms)=10.592026.020.92540.95220.93860.94850.93760.95250.9290.95220.92180.94650.93790.9538
StairIQAParams (M)=30.49, GMACs=10.43, Latency (ms)=31.022026.020.92240.94370.93350.94260.91740.93910.92370.94310.91680.94420.92860.9472
SFIQA-Assessor-XSParams (M)=8.26, GMACs=2.05, Latency (ms)=9.342026.020.91780.9480.93430.94540.93240.94460.91920.94880.91770.94710.93440.9519
LIQEParams (M)=151.28, GMACs=1506.88, Latency (ms)=296.12026.020.91620.9430.93310.94470.9270.94730.9320.95020.91480.93850.9290.9463
SFIQA-Assessor-XXSParams (M)=5.28, GMACs=1.39, Latency (ms)=8.262026.020.91420.94530.92940.94170.93190.94380.920.94880.9160.94730.9310.9499
TOPIQParams (M)=45.2, GMACs=20.88, Latency (ms)=22.742026.020.88740.91680.8870.9050.87870.93020.89270.92260.84810.88930.87680.9148
MUSIQParams (M)=78.59, GMACs=115.37, Latency (ms)=72.092026.020.88280.91140.90760.920.76380.77190.84870.8830.87310.89750.90350.9201
IFQAParams (M)=105.17, GMACs=26.58, Latency (ms)=28.372026.020.86260.88690.88490.90170.87760.90120.87240.89610.88120.90790.89280.9273
TReSParams (M)=152.45, GMACs=500.04, Latency (ms)=158.672026.020.84820.89190.8680.88050.84110.87940.84860.86990.83740.88010.84810.8796
DN-PIQAParams (M)=173.69, GMACs=89.32, Latency (ms)=80.282026.020.84240.88950.87450.88850.8750.90880.90590.92080.85140.89150.88460.9071
MANIQAParams (M)=135.75, GMACs=2580.2, Latency (ms)=402.032026.020.80580.89470.84510.87660.8620.91370.8420.88720.79370.85910.84910.9029
HyperIQAParams (M)=27.38, GMACs=107.83, Latency (ms)=26.412026.020.77650.85560.80110.83720.78310.85530.79030.84970.75220.8460.76790.8434
BRISQUE2026.020.75530.84420.75060.78130.70410.79420.70750.76990.71470.79130.7330.7895
CLIPIQAParams (M)=152.45, GMACs=35.25, Latency (ms)=20.822026.020.65910.68280.64010.58170.68280.70310.6940.70930.64320.53920.64130.591
SDD-FIQAParams (M)=30.78, GMACs=6.31, Latency (ms)=24.872026.020.58720.61090.59960.63690.58910.62060.61020.63580.62180.64730.59050.6259
SER-FIQParams (M)=43.72, GMACs=6.35, Latency (ms)=29.152026.020.50580.54450.44080.47480.52580.55050.49850.53040.49120.51890.46970.5055
NIQE2026.020.02420.15470.00670.07040.01680.12730.01920.11150.0170.11180.0150.102