Binary Safety-Critical Event Identification on Nexar video only
85.7Precision (y=1)InternVL 3.5
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| InternVL 3.5Size=8B2026.05 | 85.7 | 7.9 | 52.9 | |
| DoRA-adapted QwenVL-2.5Size=7B2026.05 | 85.6 | 63.1 | 76.1 | |
| QwenVL 3.5Size=8B2026.05 | 79.2 | 25 | 58.9 | |
| QwenVL 2.5Size=7B2026.05 | 77.7 | 27.6 | 59.6 | |
| Sonnet 4.5Size=-2026.05 | 75 | 35.5 | 61.5 | |
| Nova ProSize=-2026.05 | 64 | 21.1 | 54.3 | |
| Molmo 2Size=8B2026.05 | 58.8 | 92.1 | 63.6 | |
| MiniCPM-V 4.5Size=8B2026.05 | 58.3 | 18.4 | 52.3 |