Failure Detection on Real-World Car Crash Videos (In-Distribution (In-D))
71.4F1 ScoreOurs
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Ourstaxonomy-level context=true2025.06 | 71.4 | 610 | |
| VideoMAE-BC2025.06 | 65.3 | 506.6 | |
| NoContexttaxonomy-level context=false2025.06 | 54.1 | 473.3 | |
| LLM-AD2025.06 | 12.3 | 166.6 |