RVL-CDIP contains 12% label errors and 35% train-test duplicates; correcting labels improves OOD generalization while deduplication reduces in-distribution accuracy.
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Revising RVL-CDIP: Quantifying Errors and Test-Train Overlap
RVL-CDIP contains 12% label errors and 35% train-test duplicates; correcting labels improves OOD generalization while deduplication reduces in-distribution accuracy.