A 3000-architecture benchmark shows ViT OoD accuracy varies widely with architecture and that embedding dimension is the strongest structural correlate of OoD robustness.
HYPO: Hyperspherical out-of-distribution generalization
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Vision Transformer Neural Architecture Search for Out-of-Distribution Generalization: Benchmark and Insights
A 3000-architecture benchmark shows ViT OoD accuracy varies widely with architecture and that embedding dimension is the strongest structural correlate of OoD robustness.