MultiMediate: Multi-modal Group Behaviour Analysis for Artificial Mediation

Eye Contact

Team Accuracy
Ma Fuyan et al. 0,72619047619047600
Baseline: Gaze + Head Pose (best on val) 0,57629870129870100
Baseline: Trivial (most likely class on train) 0,25703463203463200

Next Speaker

Team Unweighted Average Recall
Ma Fuyan et al. 0,59654038768567300

Backchannel Detection

Team Accuracy
Ma Fuyan et al. 0,65618619844834600
Garima Sharma et al. 0,62106982441812900
Baseline: Head + Pose Features (best on val) 0,59636586361780300
Baseline: All Features 0,59248672927725600
Baseline: Trivial (most likely class) 0,50000000000000000

Backchannel Agreement

Team Mean Squared Error
Garima Sharma et al. 0,06234714713786520
Ma Fuyan et al. 0,06502104829754260
Baseline: Head Pose Features only (best on val) 0,06094934530867730
Baseline: All Features 0,06429582631038260
Baseline: Trivial (mean on train) 0,06648062283557460