Criterion-Conditional In-Context Learning on CC-Bench Video Surveillance 1.0 (test)
17.14CS ScoreLLaVA-OneVision-1.5-8B-Instruct
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LLaVA-OneVision-1.5-8B-InstructModel Category=Open-Source Models, Support Set=3-shot2026.06 | 17.14 | 50.95 | 34.05 | |
| InternVL3.5-8BModel Category=Open-Source Models, Support Set=3-shot2026.06 | 14.76 | 38.1 | 26.43 | |
| GPT-4oModel Category=Proprietary API Models, Support Set=3-shot2026.06 | 8.57 | 70.95 | 39.76 | |
| Gemini 2.5 ProModel Category=Proprietary API Models, Support Set=3-shot2026.06 | 8.1 | 87.14 | 47.62 | |
| Qwen3-VL-8B-InstructModel Category=Open-Source Models, Support Set=3-shot2026.06 | 3.81 | 90.95 | 47.38 | |
| Qwen2.5-VL-32B-InstructModel Category=Open-Source Models, Support Set=3-shot2026.06 | 2.86 | 39.52 | 21.19 | |
| Qwen2.5-VL-7B-InstructModel Category=Open-Source Models, Support Set=3-shot2026.06 | 0 | 28.57 | 14.29 |