Sentiment Analysis on CH-SIMS v2 (test)
86.3Binary AccuracyAffectVerse
Evaluation Results
| Method | Links | |
|---|---|---|
| AffectVerseAudio=true, Video=true, Text=true2026.05 | 86.3 | |
| AffectGPTAudio=false, Video=true, Text=true2026.05 | 86.29 | |
| AffectGPTAudio=true, Video=true, Text=true2026.05 | 86.18 | |
| Qwen2.5-OmniAudio=true, Video=true, Text=true2026.05 | 85.53 | |
| AffectVerseAudio=false, Video=true, Text=true2026.05 | 85 | |
| AffectVerseAudio=true, Video=false, Text=true2026.05 | 84.42 | |
| Qwen2.5-OmniAudio=false, Video=true, Text=true2026.05 | 84.13 | |
| AffectGPTAudio=true, Video=false, Text=true2026.05 | 83.75 | |
| Qwen2.5-OmniAudio=true, Video=false, Text=true2026.05 | 83.53 | |
| Emotion-LLaMAAudio=true, Video=true, Text=true2026.05 | 77.23 | |
| mPLUG-OwlAudio=false, Video=true, Text=true2026.05 | 75 | |
| VideoChatAudio=false, Video=true, Text=true2026.05 | 72.14 | |
| VideoChat2Audio=false, Video=true, Text=true2026.05 | 70.66 | |
| LLaMA-VIDAudio=false, Video=true, Text=true2026.05 | 67.48 | |
| PandaGPTAudio=true, Video=true, Text=true2026.05 | 67.23 | |
| Chat-UniViAudio=false, Video=true, Text=true2026.05 | 66.36 | |
| SALMONNAudio=true, Video=false, Text=true2026.05 | 65.93 | |
| Video-ChatGPTAudio=false, Video=true, Text=true2026.05 | 65.8 | |
| Qwen-AudioAudio=true, Video=false, Text=true2026.05 | 65.26 | |
| PandaGPTAudio=false, Video=true, Text=true2026.05 | 65.25 | |
| OneLLMAudio=true, Video=false, Text=true2026.05 | 61.98 | |
| PandaGPTAudio=true, Video=false, Text=true2026.05 | 58.88 | |
| Video-LLaVAAudio=false, Video=true, Text=true2026.05 | 57.45 | |
| SECapAudio=true, Video=false, Text=true2026.05 | 57.41 | |
| OtterAudio=false, Video=true, Text=true2026.05 | 53.12 |