Mispronunciation Detection and Diagnosis on QuranMB blind v2 (test)
72.01F1 ScoreA Fusion-Aware Two-Stage Framework
Evaluation results
| Method | Links | ||
|---|---|---|---|
| A Fusion-Aware Two-Stage FrameworkBackbone=TCN, Strategy=Two-Stage, Inference=Ensemble + LM Rescoring2026.06 | 72.01 | 63.1 | |
| A Fusion-Aware Two-Stage FrameworkBackbone=TCN, Strategy=Two-Stage, Checkpoint=Single CKPT2026.06 | 68.25 | 54.6 | |
| A Fusion-Aware Two-Stage FrameworkBackbone=TCN, Strategy=Stage 2 Only, Checkpoint=Single CKPT2026.06 | 66.81 | 51.4 | |
| A Fusion-Aware Two-Stage FrameworkBackbone=LSTM, Strategy=Stage 2 Only2026.06 | 64.67 | 46.5 | |
| A Fusion-Aware Two-Stage FrameworkBackbone=Transformer, Strategy=Stage 2 Only2026.06 | 60 | 35.9 | |
| A Fusion-Aware Two-Stage FrameworkStrategy=Stage 1 Only, Checkpoint=Single CKPT2026.06 | 46.29 | 4.9 | |
| BaselineSystem configuration=Baseline2026.06 | 44.14 | — | |
| A Fusion-Aware Two-Stage FrameworkStrategy=Mix, Checkpoint=Single CKPT2026.06 | 43.05 | 2.5 |