Laughter Type Classification on SMILE-Next
80.67F1 ScoreLLaMA3
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LLaMA3Input Modality=LLM (Our approach)2026.05 | 80.67 | 84.25 | |
| Video-LLaVAInput Modality=Visual LLM2026.05 | 75.89 | 79.12 | |
| Vicuna-v1.5Input Modality=LLM (Our approach)2026.05 | 74.6 | 79.53 | |
| Qwen2.5Input Modality=LLM (Our approach)2026.05 | 70.94 | 75.59 | |
| Qwen2.5-VLInput Modality=Visual LLM2026.05 | 69.49 | 74.02 | |
| Qwen2.5-Omni-7BInput Modality=Audio-Visual LLM2026.05 | 58.56 | 58.02 | |
| MiniCPM-o-v2.6Input Modality=Audio-Visual LLM2026.05 | 19.19 | 23.62 |