Risk Prediction on DeepAccident CCoT (val)
85.8AccuracyC-CoT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| C-CoTBackbone=Qwen2.5-VL (7B), Evaluation Protocol=Fine-tuned (LoRA)2026.05 | 85.8 | 81.9 | |
| Qwen2.5-VLModel Size=7B, Evaluation Protocol=Zero-shot2026.05 | 82.3 | 68.7 | |
| DeepSeek-VLModel Size=7B, Evaluation Protocol=Zero-shot2026.05 | 78.8 | 69.2 | |
| InternVL-2.5Model Size=8B, Evaluation Protocol=Zero-shot2026.05 | 76.9 | 63.5 | |
| Llama-3.2-VisionModel Size=11B, Evaluation Protocol=Zero-shot2026.05 | 75.6 | 63.7 | |
| LLaVA-1.5Model Size=7B, Evaluation Protocol=Zero-shot2026.05 | 70.2 | 58.1 |