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ResearchFormerly WizWand

Fine-grained Emotion Classification on OV-MERD+ (test)

66.5Weighted F1AffectVerse
14.635228.100141.56555.0299May 19, 2026
Updated 5mo ago

Evaluation results

MethodLinks
AffectVerseAudio=true, Video=true, Text=true2026.0566.5
AffectVerseAudio=false, Video=true, Text=true2026.0564.84
Qwen2.5-OmniAudio=true, Video=true, Text=true2026.0563.36
AffectVerseAudio=true, Video=false, Text=true2026.0562.87
AffectGPTAudio=true, Video=true, Text=true2026.0562.52
AffectGPTAudio=false, Video=true, Text=true2026.0561.65
Qwen2.5-OmniAudio=true, Video=false, Text=true2026.0561.61
Qwen2.5-OmniAudio=false, Video=true, Text=true2026.0561.49
AffectGPTAudio=true, Video=false, Text=true2026.0559.98
Emotion-LLaMAAudio=true, Video=true, Text=true2026.0552.97
mPLUG-OwlAudio=false, Video=true, Text=true2026.0548.18
Chat-UniViAudio=false, Video=true, Text=true2026.0548
LLaMA-VIDAudio=false, Video=true, Text=true2026.0545.01
SALMONNAudio=true, Video=false, Text=true2026.0545
VideoChatAudio=false, Video=true, Text=true2026.0544.52
Video-ChatGPTAudio=false, Video=true, Text=true2026.0539.8
VideoChat2Audio=false, Video=true, Text=true2026.0539.21
PandaGPTAudio=true, Video=true, Text=true2026.0537.12
SECapAudio=true, Video=false, Text=true2026.0536.97
PandaGPTAudio=false, Video=true, Text=true2026.0535.07
Video-LLaVAAudio=false, Video=true, Text=true2026.0534
Qwen-AudioAudio=true, Video=false, Text=true2026.0532.36
PandaGPTAudio=true, Video=false, Text=true2026.0531.33
OneLLMAudio=true, Video=false, Text=true2026.0522.25
OtterAudio=false, Video=true, Text=true2026.0516.63