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Active Speaker Detection on Ego4D Audio-Visual benchmark

77.8mAPGateFusion
50.65657.70364.7571.797Jan 19, 2023Jul 15, 2023Jan 8, 2024Jul 3, 2024Dec 27, 2024Jun 22, 2025Dec 17, 2025

Evaluation results

MethodLinks
GateFusion2025.1277.8
LoCoNet2023.0168.4
LoCoNet2025.1268.4
STHG2025.1263.7
Challenge WinnerArchitecture=SPELL-based2023.0160.7
SPELL2025.1260.7
LightASDimplementation=reproduced using official code2025.1252.8
TalkNetSource=Obtained with released code2023.0151.7
TalkNet2025.1251.7