Failure Detection on Real-World Car Crash Videos (OOD)
0.779F1 ScoreOurs
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Ourstaxonomy-level context=true2025.06 | 0.779 | 610 | |
| NoContexttaxonomy-level context=false2025.06 | 0.696 | 473.3 | |
| LLM-AD2025.06 | 0.497 | 166.6 | |
| VideoMAE-BC2025.06 | 0.252 | 506.6 |