Free Q&A on iEEG clinical dataset Background
60.3ROUGE-LQwen2-Audio
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Qwen2-AudioSelection=Oracle, Fine-tuned=true2025.02 | 60.3 | 61.7 | |
| AAD-LLMAttention Strategy=brain-decoded, Training Data=clinical-15m2025.02 | 59.3 | 60.2 | |
| AAD-LLMAttention Strategy=oracle2025.02 | 58.1 | 59.2 | |
| Qwen2-AudioSelection=Extracted, Fine-tuned=true2025.02 | 58 | 60 | |
| AAD-LLMAttention Strategy=brain-decoded2025.02 | 57.9 | 59.1 | |
| Qwen2-AudioSelection=Extracted, Fine-tuned=false2025.02 | 47.9 | 46.8 | |
| Qwen2-AudioSelection=Random, Fine-tuned=true2025.02 | 44.9 | 45.7 | |
| SALMONNIntention=None2025.02 | 44.4 | 45.5 | |
| Qwen2-AudioSelection=Random, Fine-tuned=false2025.02 | 38.3 | 37 | |
| Qwen2-AudioIntention=None2025.02 | 35.1 | 40.1 | |
| WavLLMIntention=None2025.02 | 34.9 | 33.3 | |
| GAMAIntention=None2025.02 | 30.9 | 34.3 | |
| LTU-ASIntention=None2025.02 | 30.4 | 34.3 | |
| Qwen-AudioIntention=None2025.02 | 24.5 | 29.5 |