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Spatial Reasoning (Single-Image) on SpatialEval Real

68.9AccuracyViLAVT-7B
53.50857.50461.565.496Feb 11, 2026

Evaluation results

MethodLinks
ViLAVT-7BThinking Level=Chatting with Images2026.0268.9
VILASR-7BThinking Level=Thinking with Images2026.0263.9
Thyme-7BThinking Level=Thinking with Images2026.0263.7
LLaVA-OneVision-7BThinking Level=Non-Thinking2026.0262.9
DeepEyes-7BThinking Level=Thinking with Images2026.0262.8
SpaceR-7BThinking Level=Thinking about Images2026.0262.7
InternVL3-8BThinking Level=Non-Thinking2026.0262.3
Pixel-Reasoner-7BThinking Level=Thinking with Images2026.0261.6
Qwen2.5-VL-7BThinking Level=Non-Thinking2026.0258.5
Qwen2.5-VL-7BThinking Level=Thinking about Images2026.0254.1