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ResearchFormerly WizWand

Multimodal Classification on MOSI

70.69AccuracyFACTORCL-SUP
45.230851.840458.4565.0596Jun 8, 2023Nov 5, 2023Apr 3, 2024Sep 1, 2024Jan 29, 2025Jun 28, 2025Nov 26, 2025
Updated 6mo ago

Evaluation results

MethodLinks
FACTORCL-SUP(X1; X2)=true, (Xi; X)=true, (X1; X2|Y)=true, (X")=false, Fact=true2023.0670.69
Symileprotocol=linear-probe2025.1167.5
ConFuprotocol=linear-probe2025.1166.7
GRAMprotocol=linear-probe2025.1165.5
OurCL-SUP(X1; X2)=true, (Xi; X)=true, (X1; X2|Y)=true, (X")=false, Fact=false2023.0665.32
TRIANGLEprotocol=linear-probe2025.1165
Tri-CLIPprotocol=linear-probe2025.1163.5
FACTORCL-SSL(X1; X2)=true, (Xi; X)=true, (X1; X2|Y)=true, (X")=true, Fact=true2023.0652.91
Cross+Self+Fact(X1; X2)=true, (Xi; X)=true, (X1; X2|Y)=false, (X")=false, Fact=true2023.0652.37
OurCL-SSL(X1; X2)=true, (Xi; X)=true, (X1; X2|Y)=true, (X")=true, Fact=false2023.0648.98
SupCon(X1; X2)=false, (Xi; X)=true, (X1; X2|Y)=false, (X")=false, Fact=false2023.0647.23
Cross+Self(X1; X2)=true, (Xi; X)=true, (X1; X2|Y)=false, (X")=false, Fact=false2023.0646.92
SimCLR(X1; X2)=false, (Xi; X)=true, (X1; X2|Y)=false, (X")=false, Fact=false2023.0646.21