Spatial Reasoning on MindCube tiny (test) benchmark leaderboard · SOTA2 Research

Spatial Reasoning on MindCube tiny (test)

89.5Rot. AccuracyGemini-2.5-Pro

Evaluation Results

Method	Links
Gemini-2.5-Pro2025.11		89.5	54.5	48.8	57.5
SpatialDreamer2025.12		87.5	93.5	78.2	84.9
Qwen3-VL-Thinking2025.11		87	47.3	35	47.3
GCA2025.11		82	61.8	59.8	64.2
GLM-4.5V2025.11		60	25.5	42.2	39.6
3DThinker2025.12		55	76	83	76
Ego3D-VLM2025.12		54.3	69.5	65.5	44.4
Claude-4-Sonnet2025.12		48.4	47.6	44.2	44.8
Qwen2.5-VL-7B2025.12		38.7	21.4	29.5	29.3
Spatial-MLLM2025.12		38.4	32.8	20.9	32.1
Space-Qwen2025.12		38	26.3	33.7	33.3
SpatialVLM2025.12		37.7	29.3	21.3	22.8
Mantis-8B2025.12		37.6	51	40.2	41.1
DeepSeek-VL22025.12		37	26.9	50.4	47.6
LLaVA-OV-7B2025.12		36.5	44.1	48.4	47.4
InternVL2.5-8B2025.12		36.5	13.1	18.2	18.7
LongVA-7B2025.12		35.9	24.9	29.6	29.5
RoboBrain2025.12		35.8	29.5	38.3	37.4
LLaVA-Video-7B2025.12		35.7	30.1	43.6	41.9
VILASR2025.11		34.4	25.7	29.4	29.1
SpatialLLM2025.11		34	26.8	33	31.1
Spatial-MLLM2025.11		33.8	34.5	28.3	32.1
GPT-4o2025.11		33.5	35	37.2	35.8
TIGeR2025.11		33	28.3	26.7	28.3
GPT-4o2025.12		32.6	29.2	40.2	38.8
VLaser2025.11		31.5	24.8	38.2	32.6
SpatialLadder2025.11		30.5	39.8	47.8	42.3
Video-R12025.11		30	30.5	41.3	35.8
SpaceR2025.11		29.8	30	26.8	28.3
RoboBrain-2.02025.11		29.7	35.8	45.2	39.6