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Papers Benchmarks Datasets Tasks

Out-of-scope Intent Detection research benchmarks · SOTA2 Research

Out-of-scope Intent Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CLINC-CreditCards OOS (test)

86.4AUC (10% Threshold)

12

Feb 26, 2026

CLINC-Banking (C-Bank) r=2.5% contamination (test)

87AUC (10% Contamination)

12

Feb 26, 2026

Banking77 (B77) r=2.5% contamination (test)

0.818AUC2 (10% Subset)

12

Feb 26, 2026

CLINC-Cards (C-Cards) r=2.5% contamination (test)

85.2AUC2 (10%)

6

Feb 26, 2026

Popular datasets

Banking77 CLINC CLINC-Banking CLINC-Cards

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