Paper Citation Record · LEDGER

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning

As of 19 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2607.10004.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2607.10004 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-14T01:07:06.861298Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

43 of 43 outbound references displayed

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Outbound references

Observation 69a58c99-618a-4049-9a3d-f2fc857e730c · outbound

This paper cites Qwen2.5-vl technical report, 2025.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning Qwen2.5-vl technical report, 2025

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation 0e4f160e-9c36-4d44-8251-13a76a3702fd · outbound

This paper cites Reasoning in the dark: Interleaved vision-text reasoning in latent space.arXiv preprint arXiv:2510.12603, 2025.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning Reasoning in the dark: Interleaved vision-text reasoning in latent space.arXiv preprint arXiv:2510.12603, 2025

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation 38b977a1-16bb-4a65-9a9d-7361fec5b5cc · outbound

This paper cites Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation 223faf9f-2329-42f4-a446-0399647c6251 · outbound

This paper cites MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation c86377e5-063c-4b8d-ac55-921c6d72079c · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation 41e34dee-a2fe-407c-9dd8-a5313d7f5253 · outbound

This paper cites Emerging Properties in Unified Multimodal Pretraining.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning Emerging Properties in Unified Multimodal Pretraining

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation e636d312-d701-4694-a1dc-29b0bdefab24 · outbound

This paper cites Codeplot-cot: Mathematical visual reasoning by thinking with code-driven images.arXiv preprint arXiv:2510.11718, 2025.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning Codeplot-cot: Mathematical visual reasoning by thinking with code-driven images.arXiv preprint arXiv:2510.11718, 2025

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation cec7d7d6-c797-4468-a227-9ac89c904e7a · outbound

This paper cites GoT: Unleashing Reasoning Capability of Multimodal Large Language Model for Visual Generation and Editing.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning GoT: Unleashing Reasoning Capability of Multimodal Large Language Model for Visual Generation and Editing

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation 5725318c-0a66-4463-a36d-c9198221cbfc · outbound

This paper cites Interleaved-modal chain-of-thought.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning Interleaved-modal chain-of-thought

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation 1730a604-eb8c-49ea-9e3f-50043610d767 · outbound

This paper cites Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation f322e518-5c2a-4435-b8b8-fabde3996f6b · outbound

This paper cites Visual programming: Compositional visual reasoning without training.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning Visual programming: Compositional visual reasoning without training

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation ce384a81-1936-4c91-81f3-010ca7dd6e48 · outbound

This paper cites Unicorn: Towards self-improving unified multimodal models through self-generated supervision.arXiv preprint arXiv:2601.03193, 2026.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning Unicorn: Towards self-improving unified multimodal models through self-generated supervision.arXiv preprint arXiv:2601.03193, 2026

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation 953ff31a-902b-4624-b9fa-abc84c68bc07 · outbound

This paper cites Olympiadbench: A challenging benchmark for promoting agi with olympiad-level bilingual multimodal scientific problems.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning Olympiadbench: A challenging benchmark for promoting agi with olympiad-level bilingual multimodal scientific problems

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation f06ed034-8ad5-4d0d-881c-a52deae6483a · outbound

This paper cites Visual sketchpad: Sketching as a visual chain of thought for multimodal language models.Advances in Neural Information Processing Systems, 37:139348–139379, 2024.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning Visual sketchpad: Sketching as a visual chain of thought for multimodal language models.Advances in Neural Information Processing Systems, 37:139348–139379, 2024

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation f459b292-e795-4203-9dfa-a44a4d617e20 · outbound

This paper cites GPT-4o System Card.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning GPT-4o System Card

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation 0ae3453d-01e2-4625-b431-27095c5e4fa8 · outbound

This paper cites Zebra-cot: A dataset for interleaved vision language reasoning.arXiv preprint arXiv:2507.16746, 2025.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning Zebra-cot: A dataset for interleaved vision language reasoning.arXiv preprint arXiv:2507.16746, 2025

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation 291dd5fd-2f9b-4bcd-8d82-bbbf42fe7f0c · outbound

This paper cites Imagine while Reasoning in Space: Multimodal Visualization-of-Thought.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning Imagine while Reasoning in Space: Multimodal Visualization-of-Thought

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation ccc1023c-1020-4d32-8fe7-0795c0589f22 · outbound

This paper cites AIM-CoT: Active Information-driven Multimodal Chain-of-Thought for Vision-Language Reasoning.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning AIM-CoT: Active Information-driven Multimodal Chain-of-Thought for Vision-Language Reasoning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation 8572acd0-e2bb-4609-b66b-c4c5d7976d52 · outbound

This paper cites Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation a1a73ab9-c06d-46bd-880e-52615ef940d4 · outbound

This paper cites Let’s think with images efficiently! an interleaved-modal chain-of-thought reasoning framework with dynamic and precise visual thoughts.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning Let’s think with images efficiently! an interleaved-modal chain-of-thought reasoning framework with dynamic and precise visual thoughts

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation cb79be7a-55e3-4535-99d5-e6aa9a91bfa4 · outbound

This paper cites MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation 75fc4684-086d-4358-8cb7-ba8102369c62 · outbound

This paper cites UniRL: Self-Improving Unified Multimodal Models via Supervised and Reinforcement Learning.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning UniRL: Self-Improving Unified Multimodal Models via Supervised and Reinforcement Learning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation 1b1df96b-c9bb-4e24-8364-eae0a0a2fd22 · outbound

This paper cites We-math: Does your large multimodal model achieve human-like mathematical reasoning?, 2024.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning We-math: Does your large multimodal model achieve human-like mathematical reasoning?, 2024

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation ac34e4d7-a7cb-4fbc-a915-d3a94461d78a · outbound

This paper cites Zoomeye: Enhancing multimodal llms with human-like zooming capabilities through tree-based image exploration.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning Zoomeye: Enhancing multimodal llms with human-like zooming capabilities through tree-based image exploration

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation 0eeacc86-db98-4c73-9996-10309e73b28c · outbound

This paper cites Mathcanvas: Intrinsic visual chain-of-thought for multimodal mathematical reasoning.arXiv preprint arXiv:2510.14958, 2025.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning Mathcanvas: Intrinsic visual chain-of-thought for multimodal mathematical reasoning.arXiv preprint arXiv:2510.14958, 2025

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation c08a7f4e-7a9d-4e37-8503-fa604a3edb66 · outbound

This paper cites Generation Enhances Understanding in Unified Multimodal Models via Multi-Representation Generation.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning Generation Enhances Understanding in Unified Multimodal Models via Multi-Representation Generation

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation f21d88a5-67c8-4458-b5b9-09c3371864dd · outbound

This paper cites Llamav-o1: Rethinking step-by-step visual reasoning in llms.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning Llamav-o1: Rethinking step-by-step visual reasoning in llms

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation eb88b1f6-4543-469a-abd5-950832919542 · outbound

This paper cites Unirl-zero: Reinforcement learning on unified models with joint language model and diffusion model experts.arXiv preprint arXiv:2510.17937, 2025.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning Unirl-zero: Reinforcement learning on unified models with joint language model and diffusion model experts.arXiv preprint arXiv:2510.17937, 2025

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation 428361c6-ce4e-4d4a-a58a-93819de614f3 · outbound

This paper cites Pixel Reasoner: Incentivizing Pixel-Space Reasoning with Curiosity-Driven Reinforcement Learning.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning Pixel Reasoner: Incentivizing Pixel-Space Reasoning with Curiosity-Driven Reinforcement Learning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation 58d45922-b98c-42d7-8cf3-5bca708a1934 · outbound

This paper cites Measuring multimodal mathematical reasoning with math-vision dataset.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning Measuring multimodal mathematical reasoning with math-vision dataset

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation 630449c4-f800-4b15-b9f5-767023bc813c · outbound

This paper cites Mathcoder-vl: Bridging vision and code for en- hanced multimodal mathematical reasoning.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning Mathcoder-vl: Bridging vision and code for en- hanced multimodal mathematical reasoning

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation cce4ce6a-476a-430f-9557-7ee0aabf3965 · outbound

This paper cites Emu3: Next-Token Prediction is All You Need.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning Emu3: Next-Token Prediction is All You Need

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation 936b2489-440e-4bfb-b4b2-a333137daa9a · outbound

This paper cites Visuothink: Empowering lvlm reasoning with multimodal tree search.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning Visuothink: Empowering lvlm reasoning with multimodal tree search

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation a22b2653-c294-4940-beea-19cade8475c4 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning Chain-of-thought prompting elicits reasoning in large language models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation 2f2ef16c-5b13-4d3b-a712-f50fefdfe3e1 · outbound

This paper cites Muse-vl: Modeling unified vlm through semantic discrete encoding.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning Muse-vl: Modeling unified vlm through semantic discrete encoding

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation b13ac0bf-9f70-42a3-b165-cf056b68049a · outbound

This paper cites Llava-cot: Let vision language models reason step-by-step.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning Llava-cot: Let vision language models reason step-by-step

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation 5e933b81-ad73-442f-8fe3-4765e11e0c6c · outbound

This paper cites Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation 7054361a-4db7-44df-b67f-bc57e2443442 · outbound

This paper cites ProVision: Programmatically Scaling Vision-centric Instruction Data for Multimodal Language Models.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning ProVision: Programmatically Scaling Vision-centric Instruction Data for Multimodal Language Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation d21586ff-b7b5-45eb-932c-c74f9cd391e6 · outbound

This paper cites Mathverse: Does your multi-modal llm truly see the diagrams in visual math problems? InEuropean Conference on Computer Vision, pages 169–186.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning Mathverse: Does your multi-modal llm truly see the diagrams in visual math problems? InEuropean Conference on Computer Vision, pages 169–186

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

Source-reported events for the cited work

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Observation 76c03e6f-6774-41c4-bc14-a322c95b0a9d · outbound

This paper cites Multimodal Chain-of-Thought Reasoning in Language Models.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning Multimodal Chain-of-Thought Reasoning in Language Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation 899d1151-7cee-4937-bffc-4768efccdcc6 · outbound

This paper cites Unified multimodal understanding and generation models: Advances, challenges, and opportunities.arXiv preprint arXiv:2505.02567, 2025.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning Unified multimodal understanding and generation models: Advances, challenges, and opportunities.arXiv preprint arXiv:2505.02567, 2025

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation 12ae6135-258f-48cd-bab4-be5afc0ad744 · outbound

This paper cites InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

Reference 42

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Observation ee54c62c-eef4-4ccd-ac6c-f89ced35fad5 · outbound

This paper cites DynaMath: A Dynamic Visual Benchmark for Evaluating Mathematical Reasoning Robustness of Vision Language Models.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning DynaMath: A Dynamic Visual Benchmark for Evaluating Mathematical Reasoning Robustness of Vision Language Models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

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Pith citing papers

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