Expressway Scene Description on 670 expressway surveillance videos dataset
85.24BLEU-4ExpressMind-VL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ExpressMind-VLLLM=ExpressMind-14B2026.03 | 85.24 | 89.25 | 73.36 | 89.28 | |
| Qwen3-VLLLM=Qwen 3-32B2026.03 | 84.85 | 89.3 | 72.96 | 89.18 | |
| InternVL3.5LLM=Qwen 3-38B2026.03 | 84.53 | 88.94 | 71.67 | 88.97 | |
| MoTIFLLM=LLaMA2-7B2026.03 | 82.59 | 87.45 | 69.95 | 88.43 | |
| MiniCPM-V 4.5LLM=LLaMA 3-8B2026.03 | 81.98 | 87.13 | 69.76 | 88.04 | |
| VideoLLaMA3LLM=Qwen 2.5-7B2026.03 | 79.63 | 85.32 | 67.42 | 85.33 |