Ego-Exo4D
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Relative camera pose estimation | Ego-Exo4D (val) | Rotation Only AUC@538.54 | 13 | |
| Expert Demonstration Retrieval | Ego-Exo4D 1.0 (test) | Recall@5022.5 | 13 | |
| Expert Commentary Generation | Ego-Exo4D 1.0 (test) | BLEU-445.8 | 13 | |
| Cross-view Object Correspondence | Ego-Exo4D v2 (test) | Ego Query IoU42.57 | 11 | |
| Multi-view video understanding | Ego-Exo4D Demonstrator Proficiency | Accuracy44.2 | 7 | |
| Instructional Streaming Video Generation | Ego-Exo4D KeyStep (val) | Average Score0.361 | 5 | |
| 4D Hand Motion Reconstruction | Ego-Exo4D | Jerk5.26 | 5 | |
| Image-Conditioned Video Editing | Ego-Exo4D (test) | Motion Consistency0.69 | 4 | |
| Correspondence | Ego-Exo4D Exo-view (test) | IoU43.8 | 4 | |
| Correspondence | Ego-Exo4D Ego-view (test) | IoU1,460 | 4 | |
| Correspondence | Ego-Exo4D Exo-view (val) | IoU9.6 | 1 | |
| Correspondence | Ego-Exo4D Ego-view (val) | IoU0.079 | 1 |
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