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Continuous Affect Estimation on OMG-Emotion (test)

0.29Arousal CCCProposed w/o K
0.12360.16680.210.2532Jul 12, 2022

Evaluation results

MethodLinks
Proposed w/o KContext features (K)=Excluded, Relational loss (Lrel)=Included2022.070.290.46
ProposedContext features (K)=Included, Relational loss (Lrel)=Included2022.070.260.48
Proposed w/o K w/o LrelContext features (K)=Excluded, Relational loss (Lrel)=Excluded2022.070.240.44
Peng et al.Modality=Uni-modal2022.070.240.43
Proposed w/ Lcont.Contrastive loss (Lcont)=Included2022.070.150.32
Kollias and ZafeiriouModality=Uni-modal2022.070.130.4