Multimodal Sentiment Analysis on SIMS (WAF)
89.43WAFAffectAgent
Evaluation results
| Method | Links | |
|---|---|---|
| AffectAgentModality=A, V, T, Backbone=AffectGPT2026.04 | 89.43 | |
| AffectGPTModality=A, V, T2026.04 | 88.49 | |
| AffectAgentModality=A, V, T, Backbone=Emotion-LLaMA2026.04 | 80.27 | |
| Emotion-LLaMAModality=A, V, T2026.04 | 78.32 | |
| AffectAgentModality=A, V, T, Backbone=PandaGPT2026.04 | 70.52 | |
| PandaGPTModality=A, V, T2026.04 | 68.38 | |
| AffectAgentModality=A, V, T, Backbone=Video-LLaMA 22026.04 | 64.75 | |
| AffectAgentModality=A, V, T, Backbone=ChatBridge2026.04 | 64.73 | |
| AffectAgentModality=A, V, T, Backbone=VideoChat2026.04 | 63.93 | |
| AffectAgentModality=A, V, T, Backbone=Video-LLaMA2026.04 | 61.7 | |
| Video-LLaMA 2Modality=A, V, T2026.04 | 60.23 | |
| VideoChatModality=A, V, T2026.04 | 59.68 | |
| ChatBridgeModality=A, V, T2026.04 | 58.62 | |
| Video-LLaMAModality=A, V, T2026.04 | 58.56 |