D3D: Distilled 3D Networks for Video Action Recognition

Benchmark Model Rank Results
action-classification-on-kinetics-400D3D+S3D-G (RGB + RGB)#127Acc@1: 76.5
action-classification-on-kinetics-400D3D (RGB)#132Acc@1: 75.9
action-classification-on-kinetics-600D3D+S3D-G#44Top-1 Accuracy: 79.1
action-classification-on-kinetics-600D3D#47Top-1 Accuracy: 77.9
action-recognition-in-videos-on-ava-v21D3D (ResNet RPN, Kinetics-400 pretraining)#8mAP (Val): 23
action-recognition-in-videos-on-hmdb-51D3D + D3D#13Average accuracy of 3 splits: 80.5
action-recognition-in-videos-on-hmdb-51D3D (Kinetics-600 pretraining)#14Average accuracy of 3 splits: 79.3
action-recognition-in-videos-on-hmdb-51D3D (Kinetics-400 pretraining)#17Average accuracy of 3 splits: 78.7
action-recognition-in-videos-on-ucf101D3D + D3D#103-fold Accuracy: 97.6
action-recognition-in-videos-on-ucf101D3D (Kinetics-600 pretraining)#143-fold Accuracy: 97.1
action-recognition-in-videos-on-ucf101D3D (Kinetics-400 pretraining)#153-fold Accuracy: 97