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Benchmarks
Stuttering Detection on FluencyBank (test)
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62
Prolongation F1
Baseline (FluencyBank training)
38.08
44.29
50.5
56.71
Dec 15, 2025
Jan 1, 2026
Jan 18, 2026
Feb 4, 2026
Feb 21, 2026
Mar 10, 2026
Mar 27, 2026
Prolongation F1
Block F1
SoundRep F1
WordRep F1
Interjection F1
Weighted Avg F1
Updated 2mo ago
Evaluation Results
Method
Method
Links
Prolongation F1
Block F1
SoundRep F1
WordRep F1
Interjection F1
Weighted Avg F1
Baseline (FluencyBank training)
Training data=FluencyB...
2026.03
62
36
64
52
79
-
TRILANG-LL
Training data=TRILANG-...
2026.03
61
32
66
59
84
-
TRILANG
Training data=TRILANG,...
2026.03
60
26
62
58
82
-
Retrieval-Augmented Classifier (RAC)
Fusion Type=Mid-Fusion...
2025.12
43
52
54
48
67
55
StutterFuse
Fusion Type=Late-Fusio...
2025.12
42
51
54
49
70
55
AS-70 (XLSR-53)
Training data=AS-70, B...
2026.03
39
15
40
36
56
-
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