Traffic Scene Description on AITP 1.0 (test)
0.0395BLEUAITP
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| AITPModel Type=Traffic-specific MLLM, Model Parameters=8B2026.04 | 0.0395 | 0.2027 | 0.6547 | 0.6628 | 0.6448 | |
| InternVL 3.5Model Type=General MLLM, Model Parameters=8B2026.04 | 0.0354 | 0.1618 | 0.6029 | 0.3844 | 0.3013 | |
| Gemma-3n-E4BModel Type=General MLLM, Model Parameters=8B2026.04 | 0.0301 | 0.1727 | 0.6349 | 0.5482 | 0.5229 | |
| Qwen3-VLModel Type=General MLLM, Model Parameters=8B2026.04 | 0.0301 | 0.1732 | 0.6315 | 0.4996 | 0.4052 | |
| Kimi-VL-A3BModel Type=General MLLM, Model Parameters=16B2026.04 | 0.0219 | 0.1433 | 0.6087 | 0.532 | 0.5617 |