Map-aware Reasoning on MAPLM
77.8ScoreACE-Brain 0-8B
Evaluation Results
| Method | Links | |
|---|---|---|
| ACE-Brain 0-8B2026.07 | 77.8 | |
| MiMo Embodied-7B2026.07 | 74.5 | |
| ACE-Brain 0.5-8B2026.07 | 71.3 | |
| RynnBrain 8B2026.07 | 68.2 | |
| Embodied R1.52026.07 | 63.1 | |
| GPT 5.42026.07 | 57.9 | |
| Claude Sonnet 4.62026.07 | 56.7 | |
| RoboBrain 2.0-7B2026.07 | 31.7 | |
| Vlaser 8B2026.07 | 29.1 | |
| Cosmos3 Nano2026.07 | 26.7 | |
| Gemini 2.5 Pro2026.07 | 26.1 | |
| Pelican VL-7B2026.07 | 24.4 | |
| VeBrain 7B2026.07 | 22.9 | |
| RoboBrain 2.5-8B2026.07 | 22.5 |