List your company
ResearchFormerly WizWand

Fairness-Utility Trade-off on FairFace, ImageNet-1K, and Flickr

69.62ABLERG-TTA
54.363258.324162.28566.2459Jul 1, 2026
Updated 4mo ago

Evaluation results

MethodLinks
RG-TTABackbone=ViT-B/16, Zero-shot=true2026.0769.62
Joint V-LBackbone=ViT-B/16, Zero-shot=true2026.0769.14
RG-TTABackbone=ViT-B/32, Zero-shot=true2026.0768.74
Original CLIPBackbone=ViT-B/16, Zero-shot=true2026.0763.31
Biased-promptsBackbone=ViT-B/16, Zero-shot=true2026.0763.07
CLIP-clipBackbone=ViT-B/16, Zero-shot=true2026.0762.62
Joint V-LBackbone=ViT-B/32, Zero-shot=true2026.0761.74
Original CLIPBackbone=ViT-B/32, Zero-shot=true2026.0759.84
Biased-promptsBackbone=ViT-B/32, Zero-shot=true2026.0758.29
CLIP-clipBackbone=ViT-B/32, Zero-shot=true2026.0754.95