Capability not equal to Interpretability: Human Interpretability of Vision Foundation Models

arXiv:2605.20337 · cs.CV · Submitted 2026-05-19 · Read on arXiv

cs.CV

Submitted: 2026-05-19

Updated: 2026-10-14

Terminology

• Interpretability — 5× in this paper · explained in 15 episodes
• Foundation Model — 4× in this paper · explained in 3 episodes
• Alignment — 3× in this paper · explained in 1 episode
• Foundation Models — 3× in this paper · explained in 7 episodes
• Benchmark — 2× in this paper · explained in 2 episodes
• Perceptual Alignment — 1× in this paper · explained in 2 episodes
• Semantic Alignment — 1× in this paper · explained in 4 episodes
• Transformer — 1× in this paper · explained in 2 episodes

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