| action-classification-on-kinetics-400 | LGD-3D Flow (ResNet-101) | – | Acc@1: 72.3Acc@5: 90.9 |
| action-classification-on-kinetics-400 | LGD-3D RGB (ResNet-101) | – | Acc@1: 79.4Acc@5: 94.4 |
| action-classification-on-kinetics-400 | LGD-3D Two-stream (ResNet-101) | – | Acc@1: 81.2Acc@5: 95.2 |
| action-classification-on-kinetics-600 | LGD-3D Flow | – | Top-1 Accuracy: 75Top-5 Accuracy: 92.4 |
| action-classification-on-kinetics-600 | LGD-3D RGB | – | Top-1 Accuracy: 81.5Top-5 Accuracy: 95.6 |
| action-classification-on-kinetics-600 | LGD-3D Two-stream | – | Top-1 Accuracy: 83.1Top-5 Accuracy: 96.2 |
| action-recognition-in-videos-on-hmdb-51 | LGD-3D Flow | – | Average accuracy of 3 splits: 78.9 |
| action-recognition-in-videos-on-hmdb-51 | LGD-3D RGB | – | Average accuracy of 3 splits: 75.7 |
| action-recognition-in-videos-on-hmdb-51 | LGD-3D Two-stream | – | Average accuracy of 3 splits: 80.5 |
| action-recognition-in-videos-on-ucf101 | LGD-3D Flow | – | 3-fold Accuracy: 96.8 |
| action-recognition-in-videos-on-ucf101 | LGD-3D RGB | – | 3-fold Accuracy: 97 |
| action-recognition-in-videos-on-ucf101 | LGD-3D Two-stream | – | 3-fold Accuracy: 98.2 |