thinking-with-images

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zhaochen0110 / Awesome_Think_With_Images

Resources and paper list for "Thinking with Images for LVLMs". This repository accompanies our survey on how LVLMs can leverage visual information for complex reasoning, planning, and generation.

large-vision-language-models multimodal-reasoning-visual-reasoning thinking-with-images survey-awesome-list

Updated Mar 9, 2026

m-Just / InSight-o3

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[ICLR'26] InSight-o3: Empowering Multimodal Foundation Models with Generalized Visual Search

multi-agent visual-search multi-hop-reasoning o3 thinking-with-images multimodal-benchmark map-vqa high-resolution-vision

Updated Jul 28, 2026
Jupyter Notebook

jia-gao / calling-without-looking

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Does a VLM look at the region it asked to zoom into? Intercept the crop, return a black image: 94.4% of correct answers survive. Plus thinking-vs-perception evals and an answer-leaking benchmark config.

multimodal tool-use vision-language-model vllm lmms-eval thinking-with-images causal-audit

Updated Sep 7, 2026
Python

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