Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling

Benchmark Model Rank Results
activity-recognition-on-rwf-2000Structured Keypoint Pooling–Accuracy: 93.4
skeleton-based-action-recognition-on-kinetics-skeletonStructured Keypoint Pooling (HRNet skeletons)–Accuracy: 50.3
skeleton-based-action-recognition-on-kinetics-skeletonStructured Keypoint Pooling (PPNv2 skeletons)–Accuracy: 43.1
skeleton-based-action-recognition-on-kinetics-skeletonStructured Keypoint Pooling (PPNv2 skeletons+objects)–Accuracy: 52.3