MultiMediate: Multi-modal Group Behaviour Analysis for Artificial Mediation

Backchannel Detection Leaderboard

Username and affiliation Publication Code Accuracy Date tested Challenge
Ma Fuyan et al. (Hunan University, China) unpublished/pending 0.656186 22.06.22 03:46 2022
Garima Sharma et al. (Monash University, USA) Graph-based Group Modelling for Backchannel Detection, ACM Multimedia 2022. 0.621070 22.06.22 16:48 2022
Anonymous 1 unpublished/pending 0.657615 9.01.2023 N/A
Anonymous 2 unpublished/pending 0.654349 24.01.2023 N/A
Baseline 2022: Head + Pose Features (best on val) MultiMediate'22: Backchannel Detection and Agreement Estimation in Group Interactions, arXiv. 0.596366 2022
Baseline 2022: All Features MultiMediate'22: Backchannel Detection and Agreement Estimation in Group Interactions, arXiv. 0.592487 2022
Baseline 2022: Trivial (most likely class) MultiMediate'22: Backchannel Detection and Agreement Estimation in Group Interactions, arXiv. 0.500000 2022