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most citedScale Alone Does not Improve Mechanistic Interpretability in Vision Models

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cs.CV2025

LAION-C: An Out-of-Distribution Benchmark for Web-Scale Vision Models

Fanfei Li, Thomas Klein, Wieland Brendel +2

Out-of-distribution (OOD) robustness is a desired property of computer vision models. Improving model robustness requires high-quality signals from robustness benchmarks to quantif…