Free Q&A on iEEG clinical dataset Foreground
64.9ROUGE-LQwen2-Audio
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Qwen2-AudioSelection=Oracle, Fine-tuned=true2025.02 | 64.9 | 68 | |
| AAD-LLMAttention Strategy=brain-decoded, Training Data=clinical-15m2025.02 | 63.2 | 65.1 | |
| AAD-LLMAttention Strategy=brain-decoded2025.02 | 63.1 | 64.6 | |
| AAD-LLMAttention Strategy=oracle2025.02 | 63 | 64.8 | |
| Qwen2-AudioSelection=Extracted, Fine-tuned=true2025.02 | 62.3 | 65.4 | |
| Qwen2-AudioSelection=Extracted, Fine-tuned=false2025.02 | 50.8 | 54.2 | |
| Qwen2-AudioSelection=Random, Fine-tuned=true2025.02 | 50 | 51.9 | |
| SALMONNIntention=None2025.02 | 49.4 | 49.2 | |
| Qwen2-AudioSelection=Random, Fine-tuned=false2025.02 | 40.7 | 42.4 | |
| WavLLMIntention=None2025.02 | 40.2 | 38.9 | |
| Qwen2-AudioIntention=None2025.02 | 39.9 | 40.4 | |
| LTU-ASIntention=None2025.02 | 39 | 47.4 | |
| Qwen-AudioIntention=None2025.02 | 30.9 | 34.3 | |
| GAMAIntention=None2025.02 | 24 | 28.6 |