Fine-grained Emotion Classification on OV-MERD+ (test)
66.5Weighted F1AffectVerse
Evaluation Results
| Method | Links | |
|---|---|---|
| AffectVerseAudio=true, Video=true, Text=true2026.05 | 66.5 | |
| AffectVerseAudio=false, Video=true, Text=true2026.05 | 64.84 | |
| Qwen2.5-OmniAudio=true, Video=true, Text=true2026.05 | 63.36 | |
| AffectVerseAudio=true, Video=false, Text=true2026.05 | 62.87 | |
| AffectGPTAudio=true, Video=true, Text=true2026.05 | 62.52 | |
| AffectGPTAudio=false, Video=true, Text=true2026.05 | 61.65 | |
| Qwen2.5-OmniAudio=true, Video=false, Text=true2026.05 | 61.61 | |
| Qwen2.5-OmniAudio=false, Video=true, Text=true2026.05 | 61.49 | |
| AffectGPTAudio=true, Video=false, Text=true2026.05 | 59.98 | |
| Emotion-LLaMAAudio=true, Video=true, Text=true2026.05 | 52.97 | |
| mPLUG-OwlAudio=false, Video=true, Text=true2026.05 | 48.18 | |
| Chat-UniViAudio=false, Video=true, Text=true2026.05 | 48 | |
| LLaMA-VIDAudio=false, Video=true, Text=true2026.05 | 45.01 | |
| SALMONNAudio=true, Video=false, Text=true2026.05 | 45 | |
| VideoChatAudio=false, Video=true, Text=true2026.05 | 44.52 | |
| Video-ChatGPTAudio=false, Video=true, Text=true2026.05 | 39.8 | |
| VideoChat2Audio=false, Video=true, Text=true2026.05 | 39.21 | |
| PandaGPTAudio=true, Video=true, Text=true2026.05 | 37.12 | |
| SECapAudio=true, Video=false, Text=true2026.05 | 36.97 | |
| PandaGPTAudio=false, Video=true, Text=true2026.05 | 35.07 | |
| Video-LLaVAAudio=false, Video=true, Text=true2026.05 | 34 | |
| Qwen-AudioAudio=true, Video=false, Text=true2026.05 | 32.36 | |
| PandaGPTAudio=true, Video=false, Text=true2026.05 | 31.33 | |
| OneLLMAudio=true, Video=false, Text=true2026.05 | 22.25 | |
| OtterAudio=false, Video=true, Text=true2026.05 | 16.63 |