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ResearchFormerly WizWand

Stereotype Query Debiasing on CELEBA

0.014KL DivergenceBEND-VLM
-0.002880.111060.2250.33894Nov 7, 2024
Updated 8mo ago

Evaluation results

MethodLinks
BEND-VLMBackbone=CLIP-VIT-B-P16, Attribute=Gender2024.110.0140.139
BEND-VLMBackbone=CLIP-VIT-L-P14, Attribute=Gender2024.110.0260.217
Orth-Cal.Backbone=CLIP-VIT-L-P14, Attribute=Gender2024.110.0410.223
Orth-Proj.Backbone=CLIP-VIT-L-P14, Attribute=Gender2024.110.0590.291
Orth-Proj.Backbone=CLIP-VIT-B-P16, Attribute=Gender2024.110.1060.284
Orth-Cal.Backbone=CLIP-VIT-B-P16, Attribute=Gender2024.110.1330.296
DebiasCLIPBackbone=CLIP-VIT-B-P16, Attribute=Gender2024.110.3220.637
Baseline CLIPBackbone=CLIP-VIT-L-P14, Attribute=Gender2024.110.3350.702
Baseline CLIPBackbone=CLIP-VIT-B-P16, Attribute=Gender2024.110.4360.749