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Shape-Texture Bias Evaluation on model-vs-human Cue-conflict (test)

99Shape BiasImagen
58.4468.9779.590.03Feb 14, 2026

Evaluation results

MethodLinks
ImagenBackbone=Imagen2026.0299
Humans (avg)Subject=Human2026.0296
OpenCLIP ViT-H-14 BlurredBackbone=ViT-H-14, Input Transformation=Blurred (sigma = 2.5)2026.0296
OpenCLIP ViT-H-14 Fourier-filteredBackbone=ViT-H-14, Input Transformation=Fourier-filtered2026.0295
OpenCLIP ViT-H-14 Resized (64x64)Backbone=ViT-H-14, Input Transformation=Resized (64x64)2026.0291
ViT-22B-384Backbone=ViT-22B, Resolution=3842026.0287
OpenCLIP ViT-H-14Backbone=ViT-H-142026.0260