Long-term Action Anticipation on Ego4D
0.725Verbs Error Distance (ED)Hier-EgoPack
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Hier-EgoPackArchitecture=Temporal Graph2025.02 | 0.725 | 0.741 | |
| EgoPack2025.02 | 0.728 | 0.752 | |
| Single TaskArchitecture=Hierarchical GNN-based2025.02 | 0.728 | 0.752 | |
| MTL + FTTraining=Multi-Task Learning, Protocol=Fine-Tuning2025.02 | 0.728 | 0.749 | |
| MTL + HTTraining=Multi-Task Learning2025.02 | 0.729 | 0.748 | |
| Task-TranslationBackbone=Frozen EgoVLP, Mechanism=EgoT2s cross-task translation2025.02 | 0.729 | 0.75 | |
| MTLTraining=Multi-Task Learning, Sharing=Hard parameter sharing2025.02 | 0.73 | 0.754 | |
| EgoT2s2025.02 | 0.731 | 0.769 | |
| Ego4D Baselines2025.02 | 0.746 | 0.789 |