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Omission Detection research benchmarks · SOTA2 Research

Omission Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

64.5Accuracy

7

Apr 9, 2026

HalOmi Zero-Shot 1.0

0.84ROC AUC

7

Feb 26, 2026

HalOmi Low-Resource 1.0

0.76ROC AUC

7

Feb 26, 2026

HalOmi High-Resource 1.0

81ROC AUC

7

Feb 26, 2026

Kaggle Mental Health Dataset

59.1F1-Score

5

Apr 9, 2026

65.2Accuracy

4

Apr 9, 2026

AbsenceBench (val)

Claude 3.5 Sonnet

98.63Poetry Micro-F1

3

May 29, 2026

62.1Accuracy

3

May 8, 2026

Popular datasets

HalOmi Custom Dataset Kaggle Kaggle Mental Health DocENT

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