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ResearchFormerly WizWand

Multimodal Classification on Conflict-AV-MNIST (test)

99.61AccuracyC2DPC
68.867676.848884.8392.8112Mar 27, 2026
Updated 7mo ago

Evaluation results

MethodLinks
C2DPCTraining=Joint, Conflict level (λtest)=100%2026.0399.61
C2DPCTraining=Joint, Conflict level (λtest)=75%2026.0399.53
C2DPCTraining=Joint, Conflict level (λtest)=50%2026.0399.46
C2DPCTraining=Joint, Conflict level (λtest)=0%2026.0399.24
C2DPCTraining=Decoupled, Conflict level (λtest)=0%2026.0399.14
C2DPCTraining=Decoupled, Conflict level (λtest)=50%2026.0399.04
DPCTraining=Joint, Conflict level (λtest)=0%2026.0399
C2DPCTraining=Decoupled, Conflict level (λtest)=75%2026.0398.99
C2DPCTraining=Decoupled, Conflict level (λtest)=100%2026.0398.95
DPCTraining=Decoupled, Conflict level (λtest)=0%2026.0398.92
CWMTraining=Decoupled, Conflict level (λtest)=0%2026.0398.91
CWMTraining=Joint, Conflict level (λtest)=0%2026.0398.74
C2WMTraining=Joint, Conflict level (λtest)=0%2026.0398.64
C2WMTraining=Joint, Conflict level (λtest)=50%2026.0397.91
C2WMTraining=Joint, Conflict level (λtest)=75%2026.0397.7
C2WMTraining=Decoupled, Conflict level (λtest)=0%2026.0397.65
C2WMTraining=Joint, Conflict level (λtest)=100%2026.0397.42
C2WMTraining=Decoupled, Conflict level (λtest)=50%2026.0397.38
C2WMTraining=Decoupled, Conflict level (λtest)=75%2026.0397.25
C2WMTraining=Decoupled, Conflict level (λtest)=100%2026.0397.04
CWMTraining=Decoupled, Conflict level (λtest)=50%2026.0384.73
DPCTraining=Joint, Conflict level (λtest)=50%2026.0384.56
DPCTraining=Decoupled, Conflict level (λtest)=50%2026.0384.4
CWMTraining=Joint, Conflict level (λtest)=50%2026.0384.35
CWMTraining=Decoupled, Conflict level (λtest)=75%2026.0377.61
DPCTraining=Joint, Conflict level (λtest)=75%2026.0377.44
CWMTraining=Joint, Conflict level (λtest)=75%2026.0377.29
DPCTraining=Decoupled, Conflict level (λtest)=75%2026.0377.24
CWMTraining=Decoupled, Conflict level (λtest)=100%2026.0370.51
DPCTraining=Decoupled, Conflict level (λtest)=100%2026.0370.09
CWMTraining=Joint, Conflict level (λtest)=100%2026.0370.09
DPCTraining=Joint, Conflict level (λtest)=100%2026.0370.05