Post-ASR Entity Correction on Eka-Medical
13.93WERLLM-Select
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| LLM-SelectLLM=GPT-4o, Correction Strategy=LLM-Select2026.03 | 13.93 | 15.09 | 23.1 | 90.21 | 96.73 | 84.52 | |
| 1-BestLLM=GPT-4o, Correction Strategy=1-Best2026.03 | 14.57 | 15.62 | 20.4 | 89.29 | 95.45 | 83.88 | |
| LLM-SelectLLM=GPT-4o-mini, Correction Strategy=LLM-Select2026.03 | 17.04 | 18.28 | 6.9 | 87.64 | 96.31 | 80.41 | |
| BaselineLLM=N/A, Correction Strategy=Baseline2026.03 | 17.23 | 19.63 | — | 86.56 | 96.76 | 78.31 | |
| Entity-Aware SelectLLM=GPT-4o, Correction Strategy=Entity-Aware Select2026.03 | 19.31 | 16.22 | 17.4 | 88.85 | 94.5 | 83.84 | |
| ROVER EnsembleLLM=GPT-4o, Correction Strategy=ROVER Ensemble2026.03 | 19.39 | 16.24 | 17.3 | 88.78 | 94.77 | 83.5 |