Trajectory Prediction on NBA rebound dataset (test)
0.544ADECausal Ranking Regularization
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Causal Ranking RegularizationTransfer type=Ranking (ours), Base Model=AutoBots2023.12 | 0.544 | 1.235 | |
| Causal Contrastive RegularizationTransfer type=Contrastive (ours), Base Model=AutoBots2023.12 | 0.55 | 1.248 | |
| AutoBotsdescription=Baseline, Transfer type=None2023.12 | 0.562 | 1.271 | |
| Vanilla sim-to-real transferTransfer type=Vanilla sim-to-real, Base Model=AutoBots2023.12 | 0.567 | 1.287 | |
| Non-causal data augmentationTransfer type=Augmentation, Base Model=AutoBots2023.12 | 0.569 | 1.292 |