Video Anomaly Understanding Evaluation on UCF-Crime
7.22CLSSRVAU-R1
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SRVAU-R12026.02 | 7.22 | 6.76 | 9.16 | 6.56 | 6.96 | 36.66 | |
| Qwen2.5-VL-7B2026.02 | 4.8 | 3.73 | 8.95 | 7.05 | 4.25 | 28.78 | |
| VAU-R12026.02 | 4.42 | 2.98 | 8.71 | 5.89 | 3.39 | 25.49 | |
| InternVL2.5-2B2026.02 | 4.4 | 3.08 | 8.09 | 5.69 | 3.47 | 24.74 | |
| Qwen2.5-VL-3B2026.02 | 4.31 | 2.88 | 8.7 | 5.95 | 3.27 | 25.1 | |
| InternVL2.5-8B-MPO2026.02 | 3.79 | 3.2 | 8.23 | 5.77 | 3.48 | 24.47 | |
| Qwen2-VL-2B2026.02 | 3.47 | 2.48 | 7.75 | 4.49 | 2.82 | 21.02 | |
| HolmesVAU2026.02 | 3.05 | 1.97 | 6.3 | 3.08 | 2.39 | 16.79 |