Share your thoughts, 1 month free Claude Pro on usSee more

Spatial Reasoning on RefSpatial

53.07Accuracy (Spatial Reasoning)

SpaceTools-3B

Updated 8d ago

Evaluation Results

Method	Links
SpaceTools-3B 2025.12		53.07
RoboRefer-8B-SFT 2026.04		48.4
RoboRefer-8B-SFT 2025.12		48.37
OpenVLThinkerV2 2026.04		44.6
Qwen3-VL-Instruct 2026.04		43.9
G2VLM 2026.04		43.5
Qwen3-VL GRPO 2026.04		43.3
Qwen3-VL GDPO 2026.04		43
Gemini-ER 1.5 2025.12		41.72
OneThinker-8B 2026.04		38.9
Gemini 2.5 Pro 2026.04		36.5
RoboBrain2.0-7B 2025.12		32.5
RoboBrain2.0-7B 2026.04		32.5
GPT-5 2026.04		23.8
GPT-5 2025.12		23.1
Qwen2.5-VL-3B-Tool-free 2025.12		23.1
Qwen2.5-VL-3B-Tool-free 2025.12		20.22
RoboPoint-13B 2025.12		15.59
GPT-4o 2025.12		8.48
Claude Sonnet 4.5 2025.12		7.49
Qwen2.5-VL-32B 2025.12		7.28
SpaceLLaVA-13B 2025.12		3.25
SpaceLLaVA-13B 2026.04		3.25
LLaVA-NeXT-8B 2025.12		0.78
Qwen2.5-VL-3B 2025.12		0
Molmo-7B 2025.12		0