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ResearchFormerly WizWand

Active Speaker Detection on Columbia

0.981F1 (Bell)UniCon
0.822920.863960.9050.94604Aug 5, 2021
Updated 8mo ago

Evaluation results

MethodLinks
UniConModality=Visual-only, Zero-shot=true2021.080.9810.8790.9790.9930.9920.965
SyncNetModality=Audio-visual, Zero-shot=true, Large-scale self-supervised pre-training=true2021.080.9370.8340.8680.9770.8610.895
UniConModality=Audio-visual, Zero-shot=true2021.080.9360.8130.9380.9350.9210.909
LWTNetModality=Audio-visual, Zero-shot=true, Large-scale self-supervised pre-training=true2021.080.9260.8240.8870.9440.9590.908
S-VVADModality=Visual-only, Zero-shot=true2021.080.9240.9720.9230.9550.9250.94
Upper BodyModality=Visual-only, Zero-shot=true2021.080.8730.9640.9220.830.8720.892
Cross-modalModality=Visual-only, Zero-shot=true2021.080.8290.6580.7360.8690.8180.802