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Papers Benchmarks Datasets Tasks

apsfail dataset and benchmarks · SOTA2 Research

Research Datasets

apsfail

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Mislabel Detection

apsfail

0.971AUROC

17

Identifying mislabeled points

apsfail

48F1 Score

12

Identifying mislabeled points

apsfail

36Precision (apsfail)

12

Identifying mislabeled points

apsfail

73Recall

12

apsfail

0.47Valuation Runtime (s)

5

Noisy Detection

apsfail

0.916AUROC

5

Verifiable Data Valuation

apsfail

10.8Proving Time (s)

2

Popular tasks

Identifying mislabeled points Data Valuation Mislabel Detection Verifiable Data Valuation Noisy Detection

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