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ResearchFormerly WizWand

Emotion Recognition on MOSI (Acc7)

40.84Accuracy (7-Class)Language
20.362425.678730.99536.3113Dec 28, 2025
Updated 8mo ago

Evaluation results

MethodLinks
LanguageMethod category=Unimodal2025.1240.84
MulTMethod category=Head-Based2025.1235.84
DGLMethod category=Gradient-Based2025.1235.33
MMParetoMethod category=Gradient-Based2025.1234.88
PDFMethod category=Fusion-Based2025.1233.15
SimBaMMCLSMethod category=Proposed2025.1232.29
OMIBMethod category=Fusion-Based2025.1232.11
Coupled MambaMethod category=Fusion-Based2025.1231.47
OGMGEMethod category=Gradient-Based2025.1231.47
MBTMethod category=Fusion-Based2025.1231.24
SimBaMMMethod category=Proposed2025.1230.56
SimBaMMMethod category=Missing Data-Based2025.1230.28
ShaSpecMethod category=Missing Data-Based2025.1228.921
OGMMethod category=Gradient-Based2025.1228.83
LMFMethod category=Fusion-Based2025.1228.42
IMDerMethod category=Missing Data-Based2025.1228.1
AUGMethod category=Encoder-Based2025.1227.56
SimBaMMCLSMethod category=Missing Data-Based2025.1226.83
ARLMethod category=Gradient-Based2025.1225.74
VisionMethod category=Unimodal2025.1225.56
G-Blend OnlineMethod category=Gradient-Based2025.1225.19
MMPMethod category=Missing Data-Based2025.1224.51
AudioMethod category=Unimodal2025.1224.01
G-Blend OfflineMethod category=Gradient-Based2025.1223.83
BMMLMethod category=Gradient-Based2025.1222.87
RegBNMethod category=Encoder-Based2025.1221.15