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Autonomous Driving (Perception, Prediction & Planning) on MME-RealWorld

71.2Overall Score (P+P+P)

ACE-Brain 0-8B

Updated 18d ago

Evaluation Results

Method	Links
ACE-Brain 0-8B 2026.07		71.2
RynnBrain 8B 2026.07		68.7
Gemini2.5-Pro 2025.11		67
Gemini 2.5 Pro 2026.07		67
ACE-Brain 0.5-8B 2026.07		66.6
Embodied R1.5 2026.07		61.7
Qwen-VL-Max 2025.11		61.65
MiMo Embodied-7B 2026.07		60.3
MiMo-Embodied 2025.11		60.25
VeBrain 7B 2026.07		60.1
RoboBrain 2.5-8B 2026.07		60
RoboBrain 2.0-7B 2026.07		59.6
Qwen2.5-VL 2025.11		58.6
GPT-4o 2025.11		58
Pelican VL-7B 2026.07		57.9
Cosmos3 Nano 2026.07		57
InternVL3.5 2025.11		54.95
MiMo-VL 2025.11		54.05
Qwen2.5-VL 2025.11		50.78
DriveLMM-o1 2025.11		49.59
InternVL3.5 2025.11		49.2
Vlaser 8B 2026.07		41.6
RoboTron-Drive 2025.11		41.3
GPT 5.4 2026.07		32.4
Claude Sonnet 4.6 2026.07		24.4