Activity Recognition on EGTEA Gaze+ (Split 1)
66.5AccuracyGC-TSM
Evaluation results
| Method | Links | |
|---|---|---|
| GC-TSMBackbone=ResNet50, Number of Frames=82022.03 | 66.5 | |
| GC-TSNBackbone=ResNet50, Number of Frames=82022.03 | 66.4 | |
| GC-GSTBackbone=ResNet50, Number of Frames=82022.03 | 65.5 | |
| GC-TDNBackbone=ResNet50, Number of Frames=82022.03 | 65 | |
| SAPBackbone=ResNet50, Number of Frames=642022.03 | 64.1 | |
| TDN (our impl.)Backbone=ResNet50, Number of Frames=82022.03 | 63.9 | |
| TSM (our impl.)Backbone=ResNet50, Number of Frames=82022.03 | 63.5 | |
| GST (our impl.)Backbone=ResNet50, Number of Frames=82022.03 | 63.3 | |
| R34-2streamBackbone=ResNet34, Number of Frames=252022.03 | 62.2 | |
| ego-rnnModality=RGB + Optical Flow2018.07 | 62.17 | |
| TSN (our impl.)Backbone=ResNet50, Number of Frames=82022.03 | 61.6 | |
| TSNModality=RGB + Optical Flow2018.07 | 58.01 | |
| I3D-2streamBackbone=ResNet34, Number of Frames=242022.03 | 55.8 | |
| I3DModality=RGB + Optical Flow, Source=Result provided by the dataset developers2018.07 | 54.19 | |
| Two StreamModality=RGB + Optical Flow, Source=Result provided by the dataset developers2018.07 | 43.78 |