Map-based Language Modeling on MAPLM
77.8AccuracyACE-Brain-0-8B
Evaluation Results
| Method | Links | |
|---|---|---|
| ACE-Brain-0-8BModel Type=Embodied Brain MLLM2026.03 | 77.8 | |
| MiMo-Embodied-7BModel Type=Embodied Brain MLLM2026.03 | 74.5 | |
| RoboBrain2.0-7BModel Type=Embodied Brain MLLM2026.03 | 31.7 | |
| Qwen3-VL-8B-Inst.Model Type=Open-source general-purpose MLLM2026.03 | 31.5 | |
| MiMo-VL-7BModel Type=Open-source general-purpose MLLM2026.03 | 31 | |
| InternVL3-8BModel Type=Open-source general-purpose MLLM2026.03 | 31 | |
| Vlaser-8BModel Type=Embodied Brain MLLM2026.03 | 29.1 | |
| GPT-4oModel Type=Closed-source MLLM2026.03 | 26.6 | |
| Gemini2.5-proModel Type=Closed-source MLLM2026.03 | 26.1 | |
| Qwen-VL-MaxModel Type=Closed-source MLLM2026.03 | 24.8 | |
| Qwen2.5-VL-7B-Inst.Model Type=Open-source general-purpose MLLM2026.03 | 24.8 | |
| Pelican-VL-7BModel Type=Embodied Brain MLLM2026.03 | 24.4 | |
| VeBrain-7BModel Type=Embodied Brain MLLM2026.03 | 22.9 | |
| RoboBrain2.5-8BModel Type=Embodied Brain MLLM2026.03 | 22.5 | |
| Qwen3-VL-2B-Inst.Model Type=Open-source general-purpose MLLM2026.03 | 20.5 | |
| InternVL3.5-8BModel Type=Open-source general-purpose MLLM2026.03 | 14.2 |