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ResearchFormerly WizWand

Collaborative Human Motion Prediction on ExPI (single action split)

53JMEXIA (Ours)
39133.5228322.5May 18, 2021
Updated 8mo ago

Evaluation results

MethodLinks
XIA (Ours)Action=A5 Noser, Time (sec)=0.22021.055329
XIA (Ours)Action=A3 Coochie, Time (sec)=0.22021.055935
XIA (Ours)Action=A4 Frog classic, Time (sec)=0.22021.056037
MSRAction=A1 A-frame, Time (sec)=0.22021.056446
XIA (Ours)Action=A1 A-frame, Time (sec)=0.22021.056443
XIA (Ours)Action=A6 Toss Out, Time (sec)=0.22021.056539
HisrepAction=A1 A-frame, Time (sec)=0.22021.056645
LTDAction=A1 A-frame, Time (sec)=0.22021.057051
XIA (Ours)Action=A7 Cartwheel, Time (sec)=0.22021.057443
Res-RNNAction=A1 A-frame, Time (sec)=0.22021.057556
MSRAction=A1 A-frame, Time (sec)=0.42021.0510879
XIA (Ours)Action=A2 Around the back, Time (sec)=0.22021.0510953
HisrepAction=A1 A-frame, Time (sec)=0.42021.0511883
XIA (Ours)Action=A1 A-frame, Time (sec)=0.42021.0512084
Res-RNNAction=A2 Around the back, Time (sec)=0.22021.0512261
LTDAction=A1 A-frame, Time (sec)=0.42021.0512693
Res-RNNAction=A1 A-frame, Time (sec)=0.42021.0513199
MSRAction=A1 A-frame, Time (sec)=0.62021.0513698
HisrepAction=A1 A-frame, Time (sec)=0.62021.05153106
LTDAction=A1 A-frame, Time (sec)=0.62021.05155114
XIA (Ours)Action=A1 A-frame, Time (sec)=0.62021.05160115
Res-RNNAction=A1 A-frame, Time (sec)=0.62021.05171129
MSRAction=A1 A-frame, Time (sec)=1.02021.05171118
LTDAction=A1 A-frame, Time (sec)=1.02021.05183127
HisrepAction=A1 A-frame, Time (sec)=1.02021.05190118
XIA (Ours)Action=A1 A-frame, Time (sec)=1.02021.05199131
Res-RNNAction=A1 A-frame, Time (sec)=1.02021.05226163
Res-RNNAction=A2 Around the back, Time (sec)=1.02021.05403229