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ResearchFormerly WizWand

Social Debiasing on UTKFace In-Domain

0.043MSOurs
0.018080.186290.35450.52271Nov 19, 2024
Updated 8mo ago

Evaluation results

MethodLinks
OursBackbone=ViT-B/32, Biases=Gender2024.110.0430.033
OursBackbone=ViT-B/16, Biases=Gender2024.110.0480.043
OursBackbone=ViT-L/14, Biases=Gender2024.110.0570.026
CLIP-clipBackbone=ViT-L/14, Biases=Gender2024.110.0590.021
Original CLIPBackbone=ViT-B/32, Biases=Gender2024.110.0660.032
Original CLIPBackbone=ViT-L/14, Biases=Gender2024.110.0660.028
CLIP-clipBackbone=ViT-B/16, Biases=Gender2024.110.070.055
CLIP-clipBackbone=ViT-H/14, Biases=Gender2024.110.0750.026
Biased-promptsBackbone=ViT-B/32, Biases=Gender2024.110.0890.036
CLIP-clipBackbone=ViT-B/32, Biases=Gender2024.110.0980.045
Biased-promptsBackbone=ViT-H/14, Biases=Gender2024.110.110.043
OursBackbone=ViT-H/14, Biases=Gender2024.110.110.044
Biased-promptsBackbone=ViT-L/14, Biases=Gender2024.110.1130.047
Original CLIPBackbone=ViT-B/16, Biases=Gender2024.110.1140.08
Original CLIPBackbone=ViT-H/14, Biases=Gender2024.110.1270.056
Biased-promptsBackbone=ViT-B/16, Biases=Gender2024.110.1790.062
CLIP-clipBackbone=ViT-B/16, Biases=Age2024.110.3930.215
OursBackbone=ViT-B/32, Biases=Age2024.110.4070.252
Original CLIPBackbone=ViT-B/32, Biases=Age2024.110.4120.253
OursBackbone=ViT-B/16, Biases=Age2024.110.4140.231
CLIP-clipBackbone=ViT-B/32, Biases=Age2024.110.4150.264
Original CLIPBackbone=ViT-B/16, Biases=Age2024.110.4210.229
Biased-promptsBackbone=ViT-L/14, Biases=Age2024.110.4330.299
Biased-promptsBackbone=ViT-H/14, Biases=Age2024.110.4520.264
CLIP-clipBackbone=ViT-H/14, Biases=Age2024.110.4570.209
OursBackbone=ViT-H/14, Biases=Age2024.110.4730.219
Original CLIPBackbone=ViT-H/14, Biases=Age2024.110.4980.239
Biased-promptsBackbone=ViT-B/32, Biases=Age2024.110.5220.409
OursBackbone=ViT-L/14, Biases=Age2024.110.5770.27
Biased-promptsBackbone=ViT-B/16, Biases=Age2024.110.5780.451
Original CLIPBackbone=ViT-L/14, Biases=Age2024.110.6190.335
CLIP-clipBackbone=ViT-L/14, Biases=Age2024.110.6660.384