Activity Recognition on EGTEA Gaze+ (Split 3)
62.6AccuracyGC-TSM
Evaluation results
| Method | Links | |
|---|---|---|
| GC-TSMBackbone=ResNet50, Number of Frames=82022.03 | 62.6 | |
| SAPBackbone=ResNet50, Number of Frames=642022.03 | 62 | |
| GC-TSNBackbone=ResNet50, Number of Frames=82022.03 | 61.4 | |
| GC-TDNBackbone=ResNet50, Number of Frames=82022.03 | 61 | |
| GC-GSTBackbone=ResNet50, Number of Frames=82022.03 | 60.6 | |
| TDN (our impl.)Backbone=ResNet50, Number of Frames=82022.03 | 60.2 | |
| TSM (our impl.)Backbone=ResNet50, Number of Frames=82022.03 | 59.5 | |
| GST (our impl.)Backbone=ResNet50, Number of Frames=82022.03 | 59.2 | |
| ego-rnnModality=RGB + Optical Flow2018.07 | 58.63 | |
| R34-2streamBackbone=ResNet34, Number of Frames=252022.03 | 58.6 | |
| TSN (our impl.)Backbone=ResNet50, Number of Frames=82022.03 | 55.2 | |
| TSNModality=RGB + Optical Flow2018.07 | 54.78 | |
| I3D-2streamBackbone=ResNet34, Number of Frames=242022.03 | 53.6 | |
| I3DModality=RGB + Optical Flow, Source=Result provided by the dataset developers2018.07 | 49.41 | |
| Two StreamModality=RGB + Optical Flow, Source=Result provided by the dataset developers2018.07 | 40.28 |