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ResearchFormerly WizWand

Road Topology on RoadSceneBench

0.6688PrecisionMapVLM
0.14880.28380.41880.5538Nov 27, 2025
Updated 8mo ago

Evaluation results

MethodLinks
MapVLMTraining Strategy=SFT+HRRP-T2025.110.66880.4273
ERNIE-4.5-VL-28B-A3BAccess=Open-Source2025.110.65480.3249
Qwen3-VL-8BAccess=Open-Source2025.110.58840.307
Qwen2.5-VL-32BAccess=Open-Source2025.110.57920.2877
Qwen2.5-VL-72BAccess=Open-Source2025.110.56160.3229
MapVLMTraining Strategy=SFT2025.110.52560.4581
InternVL3-78BAccess=Open-Source2025.110.49830.381
Qwen3-VL-32BAccess=Open-Source2025.110.49380.351
Qwen2.5-VL-3BAccess=Open-Source2025.110.48320.3346
GPT-4oAccess=Closed-Source2025.110.4750.3542
InternVL3-8BAccess=Open-Source2025.110.46150.2734
Claude-3.7V SonnetAccess=Closed-Source2025.110.44750.3868
Qwen2.5-VL-7BAccess=Open-Source2025.110.39980.2604
Gemini-2.5-proAccess=Closed-Source2025.110.39330.502
Qwen3-VL-2BAccess=Open-Source2025.110.37460.4197
LLaVA-Onevision / Next-7BAccess=Open-Source2025.110.23110.2592
InternVL3-1BAccess=Open-Source2025.110.22280.1946
DeepSeek-VL2Access=Open-Source2025.110.16880.1318