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SVoT

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State-aware Visualization-of-Thought

1Total Mentions

+0.65Sentiment (Very Positive)

+1.2%Velocity (7d)

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First seen: Jun 11, 2026Last active: 2h ago

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Research MilestoneJun 10, 2026
SVoT paper published on arXiv, achieving up to 65% accuracy gain on OOD spatial reasoning tests
View source
accuracy gain:
up to 65%
domains:
5
algorithm:
GRPO

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2

Uses

→
Group Relative Policy Optimization (GRPO)
technology1 source90% conf.
→
DeepSeek-R1
ai model1 source80% conf.

Recent Articles

1

SVoT Boosts MLLM Spatial Reasoning by 65% via RL-Verified Visual Chains
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SVoT uses RL to verify MLLM spatial reasoning states, achieving up to 65% accuracy gains on OOD tests across five domains including Pacman and Gather.
10h ago68 relevance

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