Emotion Classification on MER 2023 (test)
80.92Weighted F1AffectVerse
Evaluation Results
| Method | Links | |
|---|---|---|
| AffectVerseAudio=true, Video=true, Text=true2026.05 | 80.92 | |
| AffectGPTAudio=true, Video=true, Text=true2026.05 | 78.54 | |
| Qwen2.5-OmniAudio=true, Video=true, Text=true2026.05 | 77.43 | |
| AffectVerseAudio=false, Video=true, Text=true2026.05 | 75.28 | |
| AffectVerseAudio=true, Video=false, Text=true2026.05 | 75.27 | |
| AffectGPTAudio=false, Video=true, Text=true2026.05 | 74.58 | |
| AffectGPTAudio=true, Video=false, Text=true2026.05 | 72.94 | |
| Qwen2.5-OmniAudio=false, Video=true, Text=true2026.05 | 71.14 | |
| Qwen2.5-OmniAudio=true, Video=false, Text=true2026.05 | 70.13 | |
| Emotion-LLaMAAudio=true, Video=true, Text=true2026.05 | 59.38 | |
| Chat-UniViAudio=false, Video=true, Text=true2026.05 | 57.62 | |
| mPLUG-OwlAudio=false, Video=true, Text=true2026.05 | 56.86 | |
| SALMONNAudio=true, Video=false, Text=true2026.05 | 55.53 | |
| LLaMA-VIDAudio=false, Video=true, Text=true2026.05 | 50.72 | |
| VideoChatAudio=false, Video=true, Text=true2026.05 | 48.73 | |
| Video-ChatGPTAudio=false, Video=true, Text=true2026.05 | 44.86 | |
| Qwen-AudioAudio=true, Video=false, Text=true2026.05 | 41.85 | |
| SECapAudio=true, Video=false, Text=true2026.05 | 40.95 | |
| PandaGPTAudio=true, Video=true, Text=true2026.05 | 40.21 | |
| PandaGPTAudio=false, Video=true, Text=true2026.05 | 39.13 | |
| Video-LLaVAAudio=false, Video=true, Text=true2026.05 | 36.93 | |
| VideoChat2Audio=false, Video=true, Text=true2026.05 | 33.67 | |
| PandaGPTAudio=true, Video=false, Text=true2026.05 | 33.57 | |
| OneLLMAudio=true, Video=false, Text=true2026.05 | 25.52 | |
| OtterAudio=false, Video=true, Text=true2026.05 | 16.41 |