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3D Spatial Reasoning on 3DSRBench

95.7Accuracy

Human Estimate

Updated 1d ago

Evaluation Results

Method	Links
Human Estimate 2025.04		95.7
Emb. Text 2026.01		67
Rotation Tokens 2026.01		67
Qwen3.5 2026.05		66.6
3DThinker 2025.10		65.6
SenseNova-U1 2026.05		64.88
Emb. Tokens (ViTPose) 2026.01		64
Rotation Text 2026.01		64
SenseNova-U1 2026.05		62.96
w/ Entropy-Regularization 2026.05		62.9
SpatialReasoner 2025.10		60.3
SpatialReasoner 2026.05		60.3
Rotation Text 2026.01		60
w/ Tool-Encourage Reward 2026.05		59.9
vanilla RFT (Base) 2026.05		59.2
Emb. Text 2026.01		58
Emb. Tokens (COCO) 2026.01		58
SpaRE-7B 2025.04		57.5
Qwen3.5 2026.05		56.77
SpatialThinker 2025.10		56.4
Rotation Tokens 2026.01		56
SpatialReasoner-R1 2025.10		55.7
Qwen3VL 2026.05		55.55
Mini-o3 2026.05		54.5
Qwen3VL 2026.05		54.48
SpaRE-2B 2025.04		54.4
Gemma4 2026.05		53.61
InternVL2-8B 2025.04		53.3
DeepEyes 2026.05		51.6
LLaVA-NeXT-8B 2025.04		51.1
Qwen2VL-7B 2025.04		49.2
Emb. Tokens (COCO) 2026.01		49
Emb. Tokens (ViTPose) 2026.01		49
Qwen2VL-2B 2025.04		48.8
Qwen2.5-VL 7B 2026.05		48.4
SpaceLLaVa 2025.04		47.2
InternVL2-2B 2025.04		46.7
GPT-4o 2025.04		45.3
LLaVA 2026.01		40
GPT-4o-mini 2025.04		39.1
Random 2025.04		20.9