Pose And Joint-Aware Action Recognition

Benchmark Model Rank Results
action-classification-on-charadesJMRN + R101-NL-LFB#17MAP: 43.23
action-classification-on-charadesJMRN (Pose only)#35MAP: 16.2
action-recognition-in-videos-on-ava-v21JMRN + SlowFast-R101-NL#2mAP (Val): 28.4
action-recognition-in-videos-on-hmdb-51Ours + ResNext101 BERT#5Average accuracy of 3 splits: 84.53
action-recognition-in-videos-on-hmdb-51JRMN#46Average accuracy of 3 splits: 54.2
skeleton-based-action-recognition-on-jhmdb-2dJMRN (No GT pose)#3Average accuracy of 3 splits: 68.55