Prevention Reasoning on AITP 1.0 (test)
0.0441BLEUAITP
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| AITPModel Type=Traffic-specific MLLM, Model Parameters=8B2026.04 | 0.0441 | 0.1911 | 0.6451 | 0.5673 | 0.657 | |
| Qwen3-VLModel Type=General MLLM, Model Parameters=8B2026.04 | 0.0394 | 0.1676 | 0.6346 | 0.634 | 0.5747 | |
| InternVL 3.5Model Type=General MLLM, Model Parameters=8B2026.04 | 0.0355 | 0.183 | 0.618 | 0.5276 | 0.4609 | |
| Gemma-3n-E4BModel Type=General MLLM, Model Parameters=8B2026.04 | 0.031 | 0.1306 | 0.6337 | 0.6113 | 0.756 | |
| Kimi-VL-A3BModel Type=General MLLM, Model Parameters=16B2026.04 | 0.0276 | 0.1409 | 0.6367 | 0.6074 | 0.7338 |