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Semantic Reasoning on MapLM v2
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78.55
Score
XEmbodied
37.5532
48.1966
58.84
69.4834
Apr 20, 2026
Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Score
XEmbodied
version=Best
2026.04
78.55
Mimo-Embodied
Category=Embodied Models
2026.04
65.23
PR1-Detection-3B
Category=Spatial Models
2026.04
62.47
Gemini-1.5
Category=Proprietary M...
2026.04
58.44
GPT-4o
Category=Proprietary M...
2026.04
57.81
Qwen2.5-VL-32B
Category=Open-Source M...
2026.04
57.47
Cosmos-R1
Category=Embodied Models
2026.04
55.33
Qwen2.5-VL-7B
Category=Open-Source M...
2026.04
55.1
Qwen3-VL-A3B-30B
Category=Open-Source M...
2026.04
53.63
DriveMM
Category=Embodied Models
2026.04
52.18
PR1-Grounding-2B
Category=Spatial Models
2026.04
51
PR1-Counting-2B
Category=Spatial Models
2026.04
47.43
Qwen3-VL-32B
Category=Open-Source M...
2026.04
46.77
PR1-OCR-2B
Category=Spatial Models
2026.04
44.05
UniVG-R1-7B
Category=Spatial Models
2026.04
39.13
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