Robustness in Sequential Data Workshop @ CVPR 2022
Project Website: https://asu-apg.github.io/TragedyPlusTime/
Dataset: https://drive.google.com/drive/folders/1yy8P208lJdD4dc7KXjA_GUAzimQX9C4n?usp=sharing
python main.py --model-name gru --p 1000 --q 10 --Lambda 0.8
| Architecture | Feature | GOAL cMAP | UNINT cMAP |
|---|---|---|---|
| STPN | I3D | 45.3 | 37.5 |
| WTALC | I3D | 50.2 | 38.2 |
| A2CL-PT | I3D | 48.5 | 34.8 |
| Ours | I3D | 52.6 | 41.1 |
| Model | Feature | Segment | AVG mAP@IoU |
|---|---|---|---|
| STPN | I3D | Goal | 21.5 |
| Unint | 15.0 | ||
| WTALC | I3D | Goal | 19.7 |
| Unint | 8.8 | ||
| A2CL-PT | I3D | Goal | 22.2 |
| Unint | 12.5 | ||
| Ours | I3D | Goal | 35.0 |
| Unint | 26.0 |