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Papers Benchmarks Datasets Tasks

Stuttering Detection research benchmarks · SOTA2 Research

Stuttering Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

FluencyBank (test)

Whisper + attn. pool

90Weighted Avg F1

9

Jun 19, 2026

Paediatric-HGNN

90Fluent Rate

5

Jun 9, 2026

UCLASS Consolidated 3-Class Clinical Taxonomy

Paediatric-HGNN

90Fluent F1 Score

4

Jun 9, 2026

KSOF German (test)

Supervised Topline

0.57Prolongation Score

4

Feb 26, 2026

Audio-Only Baseline

66Precision

3

May 1, 2026

60F1 Score (Blocks)

3

Feb 26, 2026

Popular datasets

KSOF UCLASS FluencyBank SEP-28k

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