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ResearchFormerly WizWand

Gender Classification on FairFace v1 (test)

95.37Accuracy (Black)CLIP + MT + NL + EDL
89.473291.004192.53594.0659Aug 17, 2022
Updated 8mo ago

Evaluation results

MethodLinks
CLIP + MT + NL + EDLGender=Male2022.0895.3796.7896.7298.8995.9297.0897.1596.7195.38
CLIP + NLGender=Male2022.0895.1296.7897.198.5295.9297.2197.1596.70.9995.87
CLIP + LinearGender=Male2022.0894.9996.7896.7298.7796.0597.2197.7896.761.195.36
CLIP + NLGender=Female2022.0894.4596.997.7197.2296.1896.5996.9996.70.9995.87
CLIP + MT + NL + EDLGender=Female2022.0894.3296.6397.7197.2296.7596.4696.7896.7195.38
CLIP + LinearGender=Female2022.0894.1996.6397.8396.7196.6297.2596.4796.761.195.36
Instagram + LinearGender=Male2022.0892.593.493.19692.796.294.893.771.7393.66
Baseline + MT + NLGender=Male2022.0891.8694.9893.6997.7993.296.8194.9294.591.6693.48
Baseline + MT + NL + EDLGender=Male2022.0891.8694.8594.5897.7992.6595.3594.8394.71.6293.62
Baseline + NLGender=Female, LR=22022.0891.8194.795.1896.2195.2994.8993.0494.671.6793.78
Baseline + NLGender=Male, LR=None2022.0891.7495.6295.0897.9194.2996.4195.4595.061.6793.68
Baseline + NLGender=Female, LR=None2022.0891.6895.0896.6395.9695.5995.9493.8795.061.6793.68
Baseline + MTGender=Male2022.0891.6194.8594.4597.9194.5694.8295.9994.581.7392.83
Baseline + MT + NL + EDLGender=Female2022.0891.5595.7396.0295.7194.4195.4195.0294.71.6293.62
Baseline + MT + NLGender=Female2022.0891.4194.9595.6695.4594.1295.4194.0894.591.6693.48
BaselineGender=Male2022.0891.2494.0893.0697.5492.9395.8894.394.272.0191.96
Baseline + NLGender=Male, LR=22022.0891.2495.2494.8397.7994.0196.1595.6394.671.6793.78
Baseline + MTGender=Female2022.0890.8994.0595.996.2193.8295.2893.7794.581.7392.83
Instagram + LinearGender=Female2022.0890.194.394.29594.19591.493.771.7393.66
BaselineGender=Female2022.0889.794.9596.0295.9696.1894.594.1894.272.0191.96