Tijmen
Age, gender and race prediction models with benchmark
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model,metric,n,estimate,lo,hi
ConvNext(yours),gender accuracy,2000,0.9625,0.954,0.9705
ConvNext(yours),race accuracy,2000,0.807,0.79,0.8245
ConvNext(yours),age MAE,2000,4.998,4.809,5.194
MiVOLO,gender accuracy,1995,0.9719,0.9644,0.9794
MiVOLO,age MAE,1995,5.637,5.429,5.841
FairFace,gender accuracy,2000,0.9115,0.8985,0.924
FairFace,race accuracy,2000,0.598,0.576,0.62
FairFace,age MAE,2000,7.545,7.278,7.836
DeepFace,gender accuracy,2000,0.8885,0.8745,0.902
DeepFace,race accuracy,2000,0.664,0.6435,0.685
DeepFace,age MAE,2000,6.418,6.145,6.683
CLIP,gender accuracy,2000,0.9715,0.964,0.9785
CLIP,race accuracy,2000,0.5565,0.5355,0.578
CLIP,age MAE,2000,9.363,9.0,9.707
InsightFace,gender accuracy,1959,0.9117,0.8984,0.9245
InsightFace,age MAE,1959,7.23,6.917,7.569