DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition

Benchmark Model Rank Results
action-recognition-in-videos-on-hmdb-51DMC-Net (I3D)–Average accuracy of 3 splits: 71.8
action-recognition-in-videos-on-hmdb-51DMC-Net (ResNet-18)–Average accuracy of 3 splits: 62.8
action-recognition-in-videos-on-hmdb-51I3D RGB + DMC-Net (I3D)–Average accuracy of 3 splits: 77.8
action-recognition-in-videos-on-ucf101DMC-Net (I3D)–3-fold Accuracy: 92.3
action-recognition-in-videos-on-ucf101I3D RGB + DMC-Net (I3D)–3-fold Accuracy: 96.5