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ResearchFormerly WizWand

Map-based Language Modeling on MAPLM

77.8AccuracyACE-Brain-0-8B
11.65628.8284663.172Mar 3, 2026
Updated 8mo ago

Evaluation results

MethodLinks
ACE-Brain-0-8BModel Type=Embodied Brain MLLM2026.0377.8
MiMo-Embodied-7BModel Type=Embodied Brain MLLM2026.0374.5
RoboBrain2.0-7BModel Type=Embodied Brain MLLM2026.0331.7
Qwen3-VL-8B-Inst.Model Type=Open-source general-purpose MLLM2026.0331.5
MiMo-VL-7BModel Type=Open-source general-purpose MLLM2026.0331
InternVL3-8BModel Type=Open-source general-purpose MLLM2026.0331
Vlaser-8BModel Type=Embodied Brain MLLM2026.0329.1
GPT-4oModel Type=Closed-source MLLM2026.0326.6
Gemini2.5-proModel Type=Closed-source MLLM2026.0326.1
Qwen-VL-MaxModel Type=Closed-source MLLM2026.0324.8
Qwen2.5-VL-7B-Inst.Model Type=Open-source general-purpose MLLM2026.0324.8
Pelican-VL-7BModel Type=Embodied Brain MLLM2026.0324.4
VeBrain-7BModel Type=Embodied Brain MLLM2026.0322.9
RoboBrain2.5-8BModel Type=Embodied Brain MLLM2026.0322.5
Qwen3-VL-2B-Inst.Model Type=Open-source general-purpose MLLM2026.0320.5
InternVL3.5-8BModel Type=Open-source general-purpose MLLM2026.0314.2