Laughter Detection on SMILE-Next
96.75F1 ScoreVicuna-v1.5
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Vicuna-v1.5Input Modality=LLM (Our approach)2026.05 | 96.75 | 96.96 | |
| LLaMA3Input Modality=LLM (Our approach)2026.05 | 96.74 | 96.96 | |
| Qwen2.5Input Modality=LLM (Our approach)2026.05 | 96.29 | 96.52 | |
| Video-LLaVAInput Modality=Visual LLM2026.05 | 86.92 | 87.39 | |
| Qwen2.5-VLInput Modality=Visual LLM2026.05 | 85.86 | 86.74 | |
| Qwen2.5-Omni-7BInput Modality=Audio-Visual LLM2026.05 | 83.73 | 83.44 | |
| MiniCPM-o-v2.6Input Modality=Audio-Visual LLM2026.05 | 19.52 | 36.52 |