Mispronunciation Diagnosis on L2-ARCTIC (test)
19.98EDRCTC-IF
Evaluation results
| Method | Links | |
|---|---|---|
| CTC-IFModel Category=Proposed Methods (LM & LLM)2026.04 | 19.98 | |
| CROTTC-LLaMAModel Category=Proposed Methods (LM & LLM), Backbone=LLaMA-3.2-1B-Instruct2026.04 | 21.98 | |
| CROTTCModel Category=Proposed Methods (AM)2026.04 | 22.06 | |
| OTTCModel Category=Proposed Methods (AM)2026.04 | 22.12 | |
| MPL-MDDModel Category=Dictation-Style Baselines2026.04 | 22.71 | |
| PG-MDDModel Category=Text-prompting-Style Baselines2026.04 | 23.13 | |
| CROTTC-QwenModel Category=Proposed Methods (LM & LLM), Backbone=Qwen3-4B-Thinking 25072026.04 | 23.8 | |
| MDDGCNModel Category=Text-prompting-Style Baselines2026.04 | 25.27 | |
| AEL w/o Pos.Model Category=Text-prompting-Style Baselines2026.04 | 25.72 | |
| PeppanetModel Category=Text-prompting-Style Baselines2026.04 | 25.88 | |
| CROTTC-IFModel Category=Proposed Methods (LM & LLM)2026.04 | 27.47 | |
| TG+Contrast.Model Category=Text-prompting-Style Baselines2026.04 | 28.92 | |
| w2v2-CTCModel Category=Dictation-Style Baselines2026.04 | 29.28 | |
| PER-MDDModel Category=Frame-wise MDD Baselines2026.04 | 37.77 |