| action-classification-on-charades | I3D | #25 | MAP: 32.9 |
| action-classification-on-kinetics-400 | I3D | #151 | Acc@1: 71.1Acc@5: 89.3 |
| action-classification-on-moments-in-time | I3D | #19 | Top 1 Accuracy: 29.51%Top 5 Accuracy: 56.06% |
| action-classification-on-toyota-smarthome | I3D | #8 | CS: 53.4CV1: 34.9CV2: 45.1 |
| action-recognition-in-videos-on-hmdb-51 | Two-stream I3D | #10 | Average accuracy of 3 splits: 80.9 |
| action-recognition-in-videos-on-hmdb-51 | Two-Stream I3D (Imagenet+Kinetics pre-training) | #12 | Average accuracy of 3 splits: 80.7 |
| action-recognition-in-videos-on-hmdb-51 | Flow-I3D (Kinetics pre-training) | #20 | Average accuracy of 3 splits: 77.3 |
| action-recognition-in-videos-on-hmdb-51 | Flow-I3D (Imagenet+Kinetics pre-training) | #21 | Average accuracy of 3 splits: 77.1 |
| action-recognition-in-videos-on-hmdb-51 | RGB-I3D (Imagenet+Kinetics pre-training) | #25 | Average accuracy of 3 splits: 74.8 |
| action-recognition-in-videos-on-hmdb-51 | RGB-I3D (Kinetics pre-training) | #27 | Average accuracy of 3 splits: 74.3 |
| action-recognition-in-videos-on-ucf101 | Two-Stream I3D (Imagenet+Kinetics pre-training) | #6 | 3-fold Accuracy: 98.0 |
| action-recognition-in-videos-on-ucf101 | Two-Stream I3D (Kinetics pre-training) | #7 | 3-fold Accuracy: 97.8 |
| action-recognition-in-videos-on-ucf101 | Flow-I3D (Imagenet+Kinetics pre-training) | #19 | 3-fold Accuracy: 96.7 |
| action-recognition-in-videos-on-ucf101 | Flow-I3D (Kinetics pre-training) | #20 | 3-fold Accuracy: 96.5 |
| action-recognition-in-videos-on-ucf101 | RGB-I3D (Imagenet+Kinetics pre-training) | #23 | 3-fold Accuracy: 95.6 |
| action-recognition-in-videos-on-ucf101 | RGB-I3D (Kinetics pre-training) | #26 | 3-fold Accuracy: 95.1 |
| action-recognition-in-videos-on-ucf101 | Two-stream I3D | #37 | 3-fold Accuracy: 93.4 |
| skeleton-based-action-recognition-on-j-hmdb | I3D | #1 | Accuracy (RGB+pose): 84.1 |
| video-object-tracking-on-cater | I3D-50 + LSTM | #5 | Top 1 Accuracy: 60.2L1: 1.2Top 5 Accuracy: 81.8 |