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Data Debugging research benchmarks · SOTA2 Research

Data Debugging

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Amazon hard cases

0.48F1-score

3

Jun 11, 2026

Bike hard cases

39.33F1 Score

3

Jun 11, 2026

Credit hard cases

43.5F1-score

3

Jun 11, 2026

Bank hard cases

42.07F1-score

3

Jun 11, 2026

Adult hard cases

47.85F1 Score

3

Jun 11, 2026

71.82F1-score

2

Jun 11, 2026

87.95F1 Score

2

Jun 11, 2026

UltraFeedback hard cases

19.03F1-score

2

Jun 11, 2026

Popular datasets

Adult Amazon CIFAR CelebA Bank

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