Emotion Classification on MER 2024 (test)
82.39Weighted F1AffectVerse
Evaluation Results
| Method | Links | |
|---|---|---|
| AffectVerseAudio=true, Video=true, Text=true2026.05 | 82.39 | |
| AffectGPTAudio=true, Video=true, Text=true2026.05 | 78.8 | |
| Qwen2.5-OmniAudio=true, Video=true, Text=true2026.05 | 77.35 | |
| AffectVerseAudio=true, Video=false, Text=true2026.05 | 76.59 | |
| AffectVerseAudio=false, Video=true, Text=true2026.05 | 76.35 | |
| AffectGPTAudio=false, Video=true, Text=true2026.05 | 75.29 | |
| Qwen2.5-OmniAudio=true, Video=false, Text=true2026.05 | 74.17 | |
| Emotion-LLaMAAudio=true, Video=true, Text=true2026.05 | 73.62 | |
| AffectGPTAudio=true, Video=false, Text=true2026.05 | 73.41 | |
| Qwen2.5-OmniAudio=false, Video=true, Text=true2026.05 | 71.97 | |
| Chat-UniViAudio=false, Video=true, Text=true2026.05 | 65.67 | |
| mPLUG-OwlAudio=false, Video=true, Text=true2026.05 | 59.89 | |
| LLaMA-VIDAudio=false, Video=true, Text=true2026.05 | 57.6 | |
| VideoChatAudio=false, Video=true, Text=true2026.05 | 57.3 | |
| VideoChat2Audio=false, Video=true, Text=true2026.05 | 54.5 | |
| SECapAudio=true, Video=false, Text=true2026.05 | 52.46 | |
| PandaGPTAudio=true, Video=true, Text=true2026.05 | 51.89 | |
| PandaGPTAudio=false, Video=true, Text=true2026.05 | 47.16 | |
| Video-ChatGPTAudio=false, Video=true, Text=true2026.05 | 46.8 | |
| SALMONNAudio=true, Video=false, Text=true2026.05 | 45.38 | |
| PandaGPTAudio=true, Video=false, Text=true2026.05 | 39.04 | |
| Qwen-AudioAudio=true, Video=false, Text=true2026.05 | 31.61 | |
| Video-LLaVAAudio=false, Video=true, Text=true2026.05 | 30.25 | |
| OneLLMAudio=true, Video=false, Text=true2026.05 | 17.21 | |
| OtterAudio=false, Video=true, Text=true2026.05 | 14.65 |