PoTion: Pose MoTion Representation for Action Recognition

Benchmark Model Rank Results
action-classification-on-charadesPoTion + (GCN + I3D + NL I3D)–MAP: 40.8
action-recognition-in-videos-on-ucf101I3D + PoTion–3-fold Accuracy: 29.3
skeleton-based-action-recognition-on-j-hmdbI3D + Potion–Accuracy (RGB+pose): 85.5
skeleton-based-action-recognition-on-j-hmdbPotion–Accuracy (RGB+pose): 90.4Accuracy (pose): 67.9
skeleton-based-action-recognition-on-jhmdb-2d-poses-onlyPoTion–Average accuracy of 3 splits: 67.9