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Spatial Reasoning on CV-Bench

92Accuracy

GEMINI-3-PRO-PREVIEW

Updated 1mo ago

Evaluation Results

Method	Links
GEMINI-3-PRO-PREVIEW 2026.02		92
Mimo-Embodied 2026.06		88.8
Molmo2-ER 2026.05		87.8
RoboBrain2.0-7B 2025.12		86.44
GPT-5 2026.05		86.1
GEMINI-2.5-PRO 2026.02		85.9
Gemini-2.5-Pro 2026.04		85.9
Gemini 2.5 Pro 2026.05		85.9
GPT-5-mini 2026.05		85.9
Qwen3-VL-4B 2026.05		85.8
RoboBrain2.0 2026.06		85.8
RoboBrain-7B-2.0 2026.01		85.75
Qwen3-VL-8B 2025.12		85.69
Qwen3-VL-8B 2026.05		85.6
VST-7B-SFT 2026.02		85.5
RoboPIN 2026.06		85.5
GPT-o4-mini-2025-05-16 2026.01		85.21
GPT-4o-mini 2025.12		85.21
SEED-1.6 2026.02		85.2
Seed-1.6 2026.04		85.2
QWEN3-VL-8B-INSTRUCT 2026.02		85.1
GeoThinker QWEN3VL-8B 2026.02		85.1
Qwen3-VL-8B-Instruct 2026.04		85.1
Qwen3-VL 2026.06		85
GUIDE-9B 2026.04		84.9
GUIDE-5B 2026.04		84.7
GPT-5 2026.02		84.6
GPT-5 2026.04		84.6
Gemini-2.5-Pro 2026.06		84.6
Gemini-2.5-Pro-preview-05-06 2026.01		84.59
Gemini-2.5-pro 2025.12		84.59
GPT-5 2026.06		84.5
VST-3B-SFT 2026.02		84.4
GR-ER 1.5 Thinking 2026.05		84.3
Gemini-2.5-Flash-preview-04-17 2026.01		84.03
RoboBrain-32B-2.0 2026.01		83.92
GenieReasoner 2025.12		83.89
GR-ER 1.5 2026.05		83.6
Action-Sketcher-3B 2026.01		82.89
VG-LLM-8B 2026.02		82.7
VG-LLM-8B 2026.04		82.7
Embodied-R1 2026.06		82.7
Qwen2.5-VL-72B-Instruct 2026.01		82.68
InternVL-3.5-8B 2025.12		82.16
GeoThinker QWEN2.5VL-7B 2026.02		82.1
VG-LLM-8B* 2026.02		81.7
VG-LLM-8B* 2026.04		81.7
Qwen2.5-VL-32B-Instruct 2026.01		81.59
InternVL3.5 2026.06		81.5
INTERNVL3-8B 2026.02		81
VG-LLM-4B 2026.02		81
InternVL3-8B 2026.04		81
VG-LLM-4B 2026.04		81
InternVL3.5-8B 2026.05		80.9
Qwen2.5-VL-7B 2025.12		80.78
InternVL3.5-4B 2026.05		80.5
VeBrain 2026.06		79.7
Pelican-VL 2026.06		78.9
GPT-4o-2024-11-20 2026.01		78.63
VeBrain-8B 2026.01		78.57
Claude-Sonnet-4-2025-05-14 2026.01		78.43
QWEN3-VL-2B-INSTRUCT 2026.02		78.4
Qwen2.5-VL-7B + SAGE 2026.05		77.2
CAMBRIAN-S-7B 2026.02		76.9
INTERNVL3-2B 2026.02		76.5
InternVL3-2B 2026.04		76.5
InternVL-2.5-8B 2026.05		76.5
RoboBrain-7B-1.0 2026.01		76.22
BAGEL-7B-MOT 2026.02		76
Bagel-7B-MOT 2026.04		76
Claude-Sonnet-4 2025.12		75.8
QWEN2.5-VL-7B-INSTRUCT 2026.02		75.4
GPT-4o 2026.05		75.4
CAMBRIAN-S-3B 2026.02		75.2
Cosmos-Reason1-7B 2025.12		75.2
Cambrian-S-3B 2026.04		75.2
Cosmos-Reason1-7B 2026.01		74.71
Qwen2.5-VL-7B 2026.05		74.2
SPATIALLADDER-3B 2026.02		73.7
SpatialLadder-3B 2026.04		73.7
SpatialLadder-3B 2026.05		73.7
QWEN2.5-VL-3B-INSTRUCT 2026.02		71.8
VLM-3R-7B 2026.02		71.8
VLM-3R-7B 2026.04		71.8
Qwen2.5-VL-3B 2025.12		71.29
LLaVA-OV-7B 2026.05		70.3
Molmo2 2026.05		64.4
Magma-8B 2026.01		60.98
LLaVA-OV-7B 2026.05		58.3