CleanPatrick is a new benchmark with expert-verified labels for off-topic images, near duplicates, and label errors in 16,577 dermatology photos, plus a ranking-based evaluation framework.
Northcutt, Anish Athalye, and Jonas Mueller
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CleanPatrick: A Benchmark for Image Data Cleaning
CleanPatrick is a new benchmark with expert-verified labels for off-topic images, near duplicates, and label errors in 16,577 dermatology photos, plus a ranking-based evaluation framework.