Activity Recognition on EGTEA Gaze+ (Split 2)
66.1AccuracyGC-TSM
Evaluation results
| Method | Links | |
|---|---|---|
| GC-TSMBackbone=ResNet50, Number of Frames=82022.03 | 66.1 | |
| GC-TSNBackbone=ResNet50, Number of Frames=82022.03 | 64.6 | |
| TSM (our impl.)Backbone=ResNet50, Number of Frames=82022.03 | 62.8 | |
| SAPBackbone=ResNet50, Number of Frames=642022.03 | 62.1 | |
| GC-TDNBackbone=ResNet50, Number of Frames=82022.03 | 61.8 | |
| GC-GSTBackbone=ResNet50, Number of Frames=82022.03 | 61.6 | |
| R34-2streamBackbone=ResNet34, Number of Frames=252022.03 | 61.5 | |
| ego-rnnModality=RGB + Optical Flow2018.07 | 61.47 | |
| GST (our impl.)Backbone=ResNet50, Number of Frames=82022.03 | 61.2 | |
| TDN (our impl.)Backbone=ResNet50, Number of Frames=82022.03 | 60.8 | |
| TSN (our impl.)Backbone=ResNet50, Number of Frames=82022.03 | 58.5 | |
| TSNModality=RGB + Optical Flow2018.07 | 55.01 | |
| I3D-2streamBackbone=ResNet34, Number of Frames=242022.03 | 53.1 | |
| I3DModality=RGB + Optical Flow, Source=Result provided by the dataset developers2018.07 | 51.45 | |
| Two StreamModality=RGB + Optical Flow, Source=Result provided by the dataset developers2018.07 | 41.47 |