| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| FluencyBank (test) | Whisper + attn. pool | Weighted Avg F190 | 9 | 1mo ago | |
| UCLASS | Paediatric-HGNN | Fluent Rate90 | 5 | 1mo ago | |
| UCLASS Consolidated 3-Class Clinical Taxonomy | Paediatric-HGNN | Fluent F1 Score90 | 4 | 1mo ago | |
| KSOF German (test) | Supervised Topline | Prolongation Score0.57 | 4 | 5mo ago | |
| SEP-28k (test) | Audio-Only Baseline | Precision66 | 3 | 2mo ago | |
| KSOF German | StutterFuse | F1 Score (Blocks)60 | 3 | 5mo ago |
