Ego4d Moment Query Challenge 3-rd solution
- tech report: http://arxiv.org/abs/2211.09558
Install
Please refer to actionformer to prepare for the environment
Please follow Ego4d instructions to download the features needed (slowfast & omnivore) and modify the config yaml file (data path and other parameters).
Training & Evaluation
Update the config yaml file, modify the yaml name in train_val.sh and run:
bash train_val.sh
| feature | mAP@0.1 | mAP@0.3 | mAP@0.5 | Average_mAP | Recall 1x@0.5 | Test avg_mAP | Test Recall@0.5 |
|---|---|---|---|---|---|---|---|
| S+O | 22.75 | 17.61 | 13.43 | 17.94 | 36.35 | 17.67 | 37.24 |
Acknowledgements
Our codes are largely borrowed from actionformer, so really thanks for their inspiring work and opensource.