TRUST computes confidence as the angular distance between a test image and a slightly modified, maximally-confident version of it, and claims this ranks predictions monotonically.
Emergent and Predictable Memorization in Large Language Models.Advances in Neural Information Processing Systems, 2024
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TRUST: Test-time Resource Utilization for Superior Trustworthiness
TRUST computes confidence as the angular distance between a test image and a slightly modified, maximally-confident version of it, and claims this ranks predictions monotonically.