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Data Filtering research benchmarks · SOTA2 Research

Data Filtering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

FineWeb-edu CC-MAIN-2024-10

81.9Recall@30

7

Feb 26, 2026

OpenWebText Quality

88.2Balanced Accuracy

3

Feb 26, 2026

OpenWebText Mainstream

92.4Balanced Accuracy

3

Feb 26, 2026

OpenWebText Politics

95.6Balanced Accuracy

3

Feb 26, 2026

OpenWebText AI subset

95.7Balanced Acc

3

Feb 26, 2026

OpenWebText Climate

96.7Balanced Acc

3

Feb 26, 2026

Popular datasets

OpenWebText FineWeb

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