Track Prediction on UCF-101 (test)
25.9Success Rate @ δ4No movement
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| No movement2025.12 | 25.9 | 38.1 | 52.1 | 71.5 | 88.9 | 55.3 | 25.9 | |
| ARFMProtocol=fine-tuned2025.12 | 25.2 | 38.9 | 54.8 | 73.5 | 90.2 | 56.5 | 19.2 | |
| ARFMProtocol=zero-shot2025.12 | 23.7 | 38.6 | 58.1 | 78.8 | 93.5 | 58.6 | 24.5 | |
| Chronos Relative2025.12 | 20.9 | 34.1 | 49.8 | 69.7 | 88 | 52.3 | 54.5 | |
| Cosmos Video2World2025.12 | 20.9 | 35.1 | 51.4 | 72.1 | 89.3 | 53.8 | 30.1 | |
| LARP2025.12 | 15.1 | 26.2 | 41.4 | 65.2 | 88 | 46.8 | 36.1 | |
| Chronos Absolute2025.12 | 14.3 | 24 | 38 | 59 | 81.2 | 43 | 98.5 |