Video Question Answering on VRU-Accident
69.25AccVS-score
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| S-scoreModel=LLaVA-OneVision, Filtering Strategy=S-score (Shortcut-Aware Filtering)2026.06 | 69.25 | 18.76 | 25.49 | 4,088 | |
| No FilteringModel=LLaVA-OneVision, Filtering Strategy=None2026.06 | 63.03 | 25.1 | 12.93 | 6,000 | |
| LLM-InspectorModel=LLaVA-OneVision, Filtering Strategy=LLM-Inspector2026.06 | 52.8 | 12.16 | 15.64 | 3,926 | |
| B-CleanModel=LLaVA-OneVision, Filtering Strategy=B-Clean2026.06 | 52.38 | -3.22 | -10.65 | 2,709 |