Convergent transformations of visual representation in brains and models
Paper • 2507.13941 • Published • 1
Convergent transformations
List of models used in Shared representations in brains and models reveal a two-route cortical organization (Marcos-Manchón & Fuentemilla, 2026)
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timm/vit_tiny_patch16_224.augreg_in21k
Image Classification • Updated • 13.4k • 4 -
timm/vit_small_patch16_224.augreg_in21k
Image Classification • Updated • 5.75k • 1 -
timm/vit_base_patch16_224.augreg_in21k
Image Classification • Updated • 42.7k • 11 -
timm/vit_large_patch16_224.augreg_in21k
Image Classification • Updated • 8.68k -
timm/vit_base_patch16_clip_224.laion2b
Image Feature Extraction • Updated • 2.07k • 1 -
timm/vit_large_patch14_clip_224.laion2b
Image Feature Extraction • Updated • 1.1k -
timm/vit_huge_patch14_clip_224.laion2b
Image Feature Extraction • Updated • 1.11k -
timm/vit_base_patch16_clip_224.laion2b_ft_in12k
Image Classification • Updated • 61 -
timm/vit_large_patch14_clip_224.laion2b_ft_in12k
Image Classification • Updated • 17 -
timm/vit_huge_patch14_clip_224.laion2b_ft_in12k
Image Classification • Updated • 17 • 1 -
timm/vit_small_patch14_dinov2.lvd142m
Image Feature Extraction • Updated • 858k • 6 -
timm/vit_base_patch14_dinov2.lvd142m
Image Feature Extraction • Updated • 574k • 10 -
timm/vit_large_patch14_dinov2.lvd142m
Image Feature Extraction • Updated • 82.3k • 17 -
timm/vit_giant_patch14_dinov2.lvd142m
Image Feature Extraction • Updated • 5.92k • 1 -
timm/vit_base_patch16_224.mae
Image Feature Extraction • Updated • 85.5k • 6 -
timm/vit_large_patch16_224.mae
Image Feature Extraction • Updated • 29.8k • 2 -
timm/vit_huge_patch14_224.mae
Image Feature Extraction • Updated • 296 -
bigscience/bloomz-560m
Text Generation • 0.6B • Updated • 331k • 137 -
bigscience/bloomz-1b1
Text Generation • 1B • Updated • 1.86k • 33 -
bigscience/bloomz-1b7
Text Generation • 2B • Updated • 1.04k • 23 -
bigscience/bloomz-3b
Text Generation • 3B • Updated • 2.19k • 81 -
bigscience/bloomz-7b1
Text Generation • 7B • Updated • 18.8k • 146 -
google/gemma-2-2b
Text Generation • 3B • Updated • 270k • • 665 -
google/gemma-2-9b
Text Generation • 9B • Updated • 73k • • 713 -
openlm-research/open_llama_3b
Text Generation • Updated • 5.07k • 165 -
openlm-research/open_llama_7b
Text Generation • Updated • 30.4k • • 138 -
openlm-research/open_llama_13b
Text Generation • Updated • 655 • 454 -
huggyllama/llama-7b
Text Generation • 7B • Updated • 201k • • 358 -
huggyllama/llama-13b
Text Generation • 13B • Updated • 7.82k • 145 -
meta-llama/Meta-Llama-3-8B
Text Generation • 8B • Updated • 1.26M • • 6.59k -
meta-llama/Llama-3.1-8B
Text Generation • 8B • Updated • 1.58M • • 2.28k -
sentence-transformers/all-mpnet-base-v2
Sentence Similarity • 0.1B • Updated • 33.9M • • 1.31k -
intfloat/e5-base-v2
Sentence Similarity • Updated • 2.21M • • 156