Video Anomaly Detection on Skyra-ViF-CoT-4K annotated external
56.4Anomalous Video RecallCaC
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| CaC2026.05 | 56.4 | 88.1 | 68.8 | 92.4 | 67.9 | 78.3 | 74.4 | |
| UnifiedReward2026.05 | 47.2 | 50.6 | 48.9 | 54 | 50.6 | 52.2 | 50.6 | |
| Qwen3-VL-8B2026.05 | 44.8 | 52.6 | 48.4 | 59.6 | 51.9 | 55.5 | 52.2 | |
| Gemini-3.1-Pro2026.05 | 16.4 | 68.9 | 26.5 | 92.6 | 52.6 | 67.1 | 54.5 |