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Spatial Reasoning on MindCube tiny (Overall, Around, Among, Rotation)

81.6Overall Score

Gemini-3-Pro

Updated 1mo ago

Evaluation Results

Method
Gemini-3-Pro 2026.06	81.6	86	75.8	93.5
Gemini-3-Pro 2026.06	75.1	77.2	68.2	93
InternVL3-8B + SpatialSV 2026.06	73.7	86	77.2	38.5
InternVL3-8B + Distillation 2026.06	68.5	81.5	70.8	35.5
InternVL3-8B + Text 2026.06	67.5	82.5	68.8	33.5
LLaVA-NeXT-Video-7B + SpatialSV 2026.06	64.9	82.3	61.8	39.5
Claude-4.6-Opus 2026.06	62.9	82.4	60.8	45
Qwen2.5-VL-7B + SpatialSV 2026.06	62.8	81.8	58.5	37.5
InternVL3-2B + SpatialSV 2026.06	62.4	82.8	57.2	37.5
Qwen2.5-VL-3B + SpatialSV 2026.06	62.3	84.5	56.2	36
InternVL3-2B + Distillation 2026.06	60.6	79.5	56.5	35
InternVL3-1B + SpatialSV 2026.06	60.4	78.5	56.8	35
LLaVA-NeXT-Video-7B + Distillation 2026.06	60.2	79.5	55.2	36.5
Qwen2.5-VL-3B + Distillation 2026.06	58.6	81.3	51.5	34.5
InternVL3-2B + Text 2026.06	58.5	78	54.3	32
InternVL3-1B + Text 2026.06	58.4	80	52.3	33.5
Qwen2.5-VL-7B + Distillation 2026.06	58.3	76.5	53.8	35
InternVL3-1B + Distillation 2026.06	58.3	77	53.5	35.5
LLaVA-NeXT-Video-7B + Text 2026.06	57.9	78.8	52.3	33
Qwen2.5-VL-7B + Text 2026.06	55.9	73.5	51	35.5
Qwen2.5-VL-3B + Text 2026.06	55.3	74.8	49.7	33.5
LLaVA-OneVision-1.5-8B + SpatialSV 2026.06	55.2	60.3	57.5	38
GPT-5.2 2026.06	54.6	60.4	47.7	68
LLaVA-OneVision-1.5-8B + Distillation 2026.06	51.8	58.3	52.7	36.5
LLaVA-OneVision-1.5-4B + SpatialSV 2026.06	51.2	51.5	56.5	34.5
GPT-5.2 2026.06	49.9	62.4	45.2	48.5
LLaVA-OneVision-1.5-8B + Text 2026.06	49.1	55.5	49.5	35
Claude-4.6-Opus 2026.06	48.5	58.8	50.7	29
LLaVA-OneVision-1.5-4B + Distillation 2026.06	45.4	42.3	51.2	34.5
LLaVA-OneVision-1.5-4B + Text 2026.06	43.1	38.3	49	35
LLaVA-NeXT-Video-7B 2026.06	38.1	34.5	41.7	34.5
InternVL3-8B 2026.06	36.5	33.3	39.3	34.5
InternVL3-1B 2026.06	34.6	32	37.3	31.5
Qwen2.5-VL-3B 2026.06	34.5	32.3	36	34.5
Chance Level (Frequency) 2026.06	34.3	33.3	34.8	34.5
LLaVA-OneVision-1.5-4B 2026.06	32.8	32.3	35.2	26.5
LLaVA-OneVision-1.5-8B 2026.06	32	32.5	31	33.5
InternVL3-2B 2026.06	30.1	24.8	33.3	31
Qwen2.5-VL-7B 2026.06	29.6	26.8	29.7	35
Chance Level (Random) 2026.06	24.6	23.8	24.5	26.5