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Paper Citation Record · LEDGER

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models

As of 22 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 0 inbound Pith citation observations for arXiv:2507.02978.

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

pith.paper-citation-record.v1
2507.02978 v1

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:22:27.319544Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

66 of 66 outbound references displayed

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  • verified fuzzy15
  • unresolved49
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External citation measurements

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Outbound references

Observation efa6173f-139b-4196-9fdf-6e94f33c5c4c · outbound

This paper cites GPT-4 Technical Report.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models GPT-4 Technical Report

Reference 1

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Observation f8e2fe0b-7239-441d-a5ec-f4847ee2140b · outbound

This paper cites The claude 3 model family: Opus, sonnet, haiku.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models The claude 3 model family: Opus, sonnet, haiku

Reference 2

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Observation a9d23d11-4bbb-4623-b16b-d4ecaf1365e0 · outbound

This paper cites Qwen Technical Report.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Qwen Technical Report

Reference 3

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Observation 80ceecc9-bdd4-4dba-bdd4-56001793092e · outbound

This paper cites Graph of thoughts: Solving elaborate problems with large language models.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Graph of thoughts: Solving elaborate problems with large language models

Reference 4

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Observation 5c07af8e-1675-4509-a673-66ff1e0f0776 · outbound

This paper cites An Introduction to Vision-Language Modeling.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models An Introduction to Vision-Language Modeling

Reference 5

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Observation 5404da64-bf32-4d31-9561-f7a31b58e557 · outbound

This paper cites SpatialBot: Precise Spatial Understanding with Vision Language Models.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models SpatialBot: Precise Spatial Understanding with Vision Language Models

Reference 6

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Observation d5e5d194-63fb-4d32-a2a2-ff5d1737a94d · outbound

This paper cites Spatialvlm: Endowing vision-language models with spatial reasoning capabilities.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Spatialvlm: Endowing vision-language models with spatial reasoning capabilities

Reference 7

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Observation ff8c83f7-2708-46ab-b3b5-8589b3cf3601 · outbound

This paper cites EVLM: An Efficient Vision-Language Model for Visual Understanding.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models EVLM: An Efficient Vision-Language Model for Visual Understanding

Reference 8

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source=pdf_text observed=2026-08-06T21:22:27.089083Z digest=sha256:641eb2ba950b5486970ec27be2b3a94bc2bdaf0647c6f727e25c2ffa07dc6c51

Observation d94cfb30-0923-46e9-94cd-1c62e7cada84 · outbound

This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Reference 9

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Observation 9b71a8db-4c94-48c2-b200-c1b04c17a942 · outbound

This paper cites SpatialRGPT: Grounded Spatial Reasoning in Vision Language Models.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models SpatialRGPT: Grounded Spatial Reasoning in Vision Language Models

Reference 10

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source=pdf_text observed=2026-08-06T21:22:27.097127Z digest=sha256:4888ec4e5fa67f33082bd2718c0a05419e41ffa2a261a2b985c58de010bf3f9e

Observation d62576b9-868f-4cfd-bcf6-47469b123d06 · outbound

This paper cites VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs

Reference 11

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Observation efb1efcf-5099-44ae-8adb-d8f170b4c2bc · outbound

This paper cites A survey of spatial deformation from a user-centered perspective.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models A survey of spatial deformation from a user-centered perspective

Reference 12

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 409c138b-0450-4c3e-885a-2933174b9933 · outbound

This paper cites ThreeDWorld: A Platform for Interactive Multi-Modal Physical Simulation.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models ThreeDWorld: A Platform for Interactive Multi-Modal Physical Simulation

Reference 13

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Observation 8f65545d-cf3c-4979-8387-ca562870f27e · outbound

This paper cites Exploring the frontier of vision-language models: A survey of current methodologies and future directions.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Exploring the frontier of vision-language models: A survey of current methodologies and future directions

Reference 14

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Observation 03017909-f1b6-4092-94be-673d5a21d1f3 · outbound

This paper cites A review on vision-language-based approaches: Challenges and applications.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models A review on vision-language-based approaches: Challenges and applications

Reference 15

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Observation ee2df0b5-ed51-4e1a-8ae4-659f11bf2e08 · outbound

This paper cites CogVLM2: Visual Language Models for Image and Video Understanding.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models CogVLM2: Visual Language Models for Image and Video Understanding

Reference 16

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Observation a9ba543e-5102-49ad-bd2c-1d24ad5fe75d · outbound

This paper cites Do Vision-Language Models Really Understand Visual Language?.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Do Vision-Language Models Really Understand Visual Language?

Reference 17

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Observation b0c400a5-111d-4c5d-a0d1-1ea5e9a8d56c · outbound

This paper cites Rekep: Spatio- temporal reasoning of relational keypoint constraints for robotic manipulation.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Rekep: Spatio- temporal reasoning of relational keypoint constraints for robotic manipulation

Reference 18

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Observation 20b07d36-1b00-48c3-9aec-26ddab86f13d · outbound

This paper cites LLaVA-OneVision: Easy Visual Task Transfer.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models LLaVA-OneVision: Easy Visual Task Transfer

Reference 19

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Observation 60d45dec-d251-4d99-8eb3-7f73117ffe0e · outbound

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

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Imagine while Reasoning in Space: Multimodal Visualization-of-Thought

Reference 20

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Observation 3e98df42-bb97-41ba-b95c-0378bada2da1 · outbound

This paper cites A Survey of State of the Art Large Vision Language Models: Alignment, Benchmark, Evaluations and Challenges.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models A Survey of State of the Art Large Vision Language Models: Alignment, Benchmark, Evaluations and Challenges

Reference 21

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Observation f01f3633-7072-4b85-9f71-6c86ace0ed7a · outbound

This paper cites Improved baselines with visual instruction tuning.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Improved baselines with visual instruction tuning

Reference 22

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Observation 6db06713-864c-425b-8d5a-4e715b17e033 · outbound

This paper cites Visual instruction tuning.Advances in neural information processing systems, 36:34892–34916, 2023.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Visual instruction tuning.Advances in neural information processing systems, 36:34892–34916, 2023

Reference 23

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Observation ed663a21-1fcf-4699-9198-1fb7ed2c9283 · outbound

This paper cites MMBench: Is your multi-modal model an all-around player?, 2024.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models MMBench: Is your multi-modal model an all-around player?, 2024

Reference 24

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Observation b022d3f3-a60b-435e-99dc-d710ad8ea032 · outbound

This paper cites SpatialCoT: Advancing Spatial Reasoning through Coordinate Alignment and Chain-of-Thought for Embodied Task Planning.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models SpatialCoT: Advancing Spatial Reasoning through Coordinate Alignment and Chain-of-Thought for Embodied Task Planning

Reference 25

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Observation 0b17bf68-8207-45ea-a02a-1e8ebac30be1 · outbound

This paper cites ivispar– an interactive visual-spatial reasoning benchmark for vlms.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models ivispar– an interactive visual-spatial reasoning benchmark for vlms

Reference 26

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Observation b1c50e5c-6aa7-4b97-80d4-75a0a32c7d70 · outbound

This paper cites The llama 4 herd: The beginning of a new era of natively multimodal ai innovation, april 2025, 2025.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models The llama 4 herd: The beginning of a new era of natively multimodal ai innovation, april 2025, 2025

Reference 27

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Observation 2c93b32b-102c-4fbf-bf44-807c33dd3452 · outbound

This paper cites Compositional chain-of- thought prompting for large multimodal models.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Compositional chain-of- thought prompting for large multimodal models

Reference 28

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Observation 45177622-4e5b-4019-bb3f-9dade7304a6d · outbound

This paper cites s1: Simple test-time scaling.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models s1: Simple test-time scaling

Reference 29

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Observation f3dfc092-2928-45aa-afe2-847416184d78 · outbound

This paper cites an unresolved cited work.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Unresolved cited work

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Observation 308b0e76-04f8-4c58-8f74-0d3694bae15d · outbound

This paper cites Openai o1 system card.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Openai o1 system card

Reference 31

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Observation 341101c3-5774-4355-a667-e766f4dc4942 · outbound

This paper cites Openai o3 and o4-mini system card.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Openai o3 and o4-mini system card

Reference 32

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 1cf17174-dad2-451b-812f-82a74e9f4b13 · outbound

This paper cites Benchmarking Visual Language Models on Standardized Visualization Literacy Tests.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Benchmarking Visual Language Models on Standardized Visualization Literacy Tests

Reference 33

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Observation d3efb547-31b7-48b7-a085-a4e597a0fa3e · outbound

This paper cites Xiao, Katherine M.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Xiao, Katherine M

Reference 34

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:22:27.193467Z digest=sha256:bb0cc06161a81a4f052c58717c6bcd879b56a0912c87244793c39a33a143cf09

Observation 773c1dfd-d541-4fbe-9d6b-31a2b06d175c · outbound

This paper cites Does spatial cognition emerge in frontier models? In The Thirteenth International Conference on Learning Representations, 2025.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Does spatial cognition emerge in frontier models? In The Thirteenth International Conference on Learning Representations, 2025

Reference 35

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:22:27.197341Z digest=sha256:120780128cbcb369fbbd869251e8c23eba1b2fdbf9408b6963d0363b6577d721

Observation 88820f74-438f-4f4d-8372-3c3098038c07 · outbound

This paper cites Sat: Spatial aptitude training for multimodal language models.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Sat: Spatial aptitude training for multimodal language models

Reference 36

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:27.201575Z digest=sha256:c31924caa2cf3f6c3585150c6d1b6a78b3bd3a4a4a5bf91d65df86e389a76a67

Observation 9bfaf9f9-e500-499a-b202-60e3c687bcfd · outbound

This paper cites LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models

Reference 37

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:27.205710Z digest=sha256:b262eeed513523a244f6b81c9e41733a0530c01529618208d4357f8544fc31ca

Observation ceb77357-89fc-41bd-b727-df9bf3e8403f · outbound

This paper cites an unresolved cited work.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Unresolved cited work

Reference 38

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raw_fallback, observed 2026-08-06T21:22:27.793041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:22:27.209478Z digest=sha256:16b2c3daa9e1c6d77da92d73a67c819e6a98255e0a79f3cf9bc2fabed70b33fd

Observation 8cc7a180-207f-4cf7-aef9-4bfdb6afbd0a · outbound

This paper cites LEGO-Puzzles: How Good Are MLLMs at Multi-Step Spatial Reasoning?.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models LEGO-Puzzles: How Good Are MLLMs at Multi-Step Spatial Reasoning?

Reference 39

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no resolver link, observed 2026-08-06T21:22:27.217330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:27.217330Z digest=sha256:a7db9468a68d668737950070a7405750ea7e8f697fa8659232ee227923921bbf

Observation 4d458bb9-e63c-4a63-abb2-44ea67e31ffa · outbound

This paper cites Sparkle: mastering basic spatial capabilities in vi- sion language models elicits generalization to spatial reasoning, March 2025.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Sparkle: mastering basic spatial capabilities in vi- sion language models elicits generalization to spatial reasoning, March 2025

Reference 40

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:27.221010Z digest=sha256:ba7434c38692075abb9be3ae6613f5fc3c22e73d1d34fb8d108a73c9e0ef4cb2

Observation 649bd753-a76e-406b-a4bb-aacc8db30441 · outbound

This paper cites Doubao 1.5 pro.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Doubao 1.5 pro

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:22:28.354124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:22:27.224849Z digest=sha256:7c30e995a03ae1fbfa216152111135f9a52fb21668334c79019ebfceeb5e7b65

Observation a1610a96-cb9c-4269-b3cd-43f4599d33f8 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Gemini: A Family of Highly Capable Multimodal Models

Reference 42

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no resolver link, observed 2026-08-06T21:22:27.228402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:27.228402Z digest=sha256:58725fdd79d793a596a686721468e20e7ee39fef416d9565ce1ec111c1b4ba1c

Observation 523d7cc7-2b37-413f-a10b-177c1b58c87b · outbound

This paper cites LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs

Reference 43

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:27.232180Z digest=sha256:342f092f85530a9a8442d8f43b3d9531bc7cce8667e972458c43170d5d4af72a

Observation 8f16d3a3-421d-4a66-ac19-72b27608a049 · outbound

This paper cites Solving olympiad geometry without human demonstrations.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Solving olympiad geometry without human demonstrations

Reference 44

Resolution
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no resolver link, observed 2026-08-06T21:22:27.236386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:27.236386Z digest=sha256:e41019a5c181296df54f6d4f22b0734c107092cfa82f5705021149222522d86b

Observation 4440862a-51e9-4abb-b02c-c18cd38b61c7 · outbound

This paper cites Alphazero-like tree-search can guide large language model decoding and training.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Alphazero-like tree-search can guide large language model decoding and training

Reference 45

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no resolver link, observed 2026-08-06T21:22:27.240069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:27.240069Z digest=sha256:dbcbba659b23e9fb10bef85f7f125d28ecd25bd43cc4bf8c75f83c660810792f

Observation 37194565-8dad-4a2c-9ec1-9323579ae0b4 · outbound

This paper cites Pulsecheck457: A diagnostic benchmark for 6d spatial reasoning of large multimodal models.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Pulsecheck457: A diagnostic benchmark for 6d spatial reasoning of large multimodal models

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:22:28.331356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:22:27.243869Z digest=sha256:6c8be59541d699496dc772febd1f6976511b3d643ad8ef420151985e95389256

Observation 4e77a2f0-ea24-46ee-9570-4244d13d5132 · outbound

This paper cites Internvideo2: Scaling foundation models for multimodal video understanding.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Internvideo2: Scaling foundation models for multimodal video understanding

Reference 47

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no resolver link, observed 2026-08-06T21:22:27.248028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:27.248028Z digest=sha256:2c2a4b5f5c9eca209614a8c7865aa117c4e346a4660fd7d039d02187424161e1

Observation a9b32f87-c960-4cbc-97df-33718dfc6ff5 · outbound

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

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Chain-of-thought prompting elicits reasoning in large language models

Reference 48

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no resolver link, observed 2026-08-06T21:22:27.252406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:27.252406Z digest=sha256:998e8d5e92c7c9b2caa45b718c415f020ec8f61a9cd339071902c67b5d766bb9

Observation 8f098147-c90e-437b-894d-abcfb2aaa693 · outbound

This paper cites Boosting multimodal reasoning with mcts-automated structured thinking.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Boosting multimodal reasoning with mcts-automated structured thinking

Reference 49

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no resolver link, observed 2026-08-06T21:22:27.255644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:27.255644Z digest=sha256:ba62f0be024d528c23adda7a01b8244f2a3ad044ad81afc8771956c3df1b3285

Observation e3ecae9b-2fed-43d9-959b-e8854478b3a8 · outbound

This paper cites Mind’s eye of llms: Visualization-of-thought elicits spatial reasoning in large language models.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Mind’s eye of llms: Visualization-of-thought elicits spatial reasoning in large language models

Reference 50

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:27.260045Z digest=sha256:9f6bb5506a04144df004b3d103d275d4c25fa378a12b8c05c07a1cd9135eb3d2

Observation 064c8468-5102-4cc0-8acc-0ae76c705d63 · outbound

This paper cites Grok 3: Advancing real-time reasoning in ai.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Grok 3: Advancing real-time reasoning in ai

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:22:28.302907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:22:27.264358Z digest=sha256:827c4b7db7c2d5210d3b17e14eed8985e99c002e04150795ccde5e6ad44d1a63

Observation 081b7ff8-3589-414b-9cf1-7b52e8e86197 · outbound

This paper cites Geox: Geometric problem solving through unified formalized vision-language pre-training.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Geox: Geometric problem solving through unified formalized vision-language pre-training

Reference 52

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verified fuzzy
raw_fallback, observed 2026-08-06T21:22:28.292361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:22:27.268692Z digest=sha256:83b4fd5027d5c81a98482e118426146c2a9a554ffbbee9878e7b9e721ed69f37

Observation c3ac6562-9041-4516-a706-e2564e4076e0 · outbound

This paper cites Vision Language Models for Spreadsheet Understanding: Challenges and Opportunities.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Vision Language Models for Spreadsheet Understanding: Challenges and Opportunities

Reference 53

Resolution
verified exact
local_arxiv, observed 2026-08-06T21:22:27.568331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:22:27.272600Z digest=sha256:fbd931da16275a0f366f2341f46a3a7bc74916f81b5acde24390ad1ec058bc06

Observation 02b7483e-d5ec-4667-a7a2-34060eccddce · outbound

This paper cites VisuLogic: A Benchmark for Evaluating Visual Reasoning in Multi-modal Large Language Models.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models VisuLogic: A Benchmark for Evaluating Visual Reasoning in Multi-modal Large Language Models

Reference 54

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no resolver link, observed 2026-08-06T21:22:27.276130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:27.276130Z digest=sha256:b6d76b33bd3441fa53cf4ddb4751966762dfea798a86d854c2cf61e1ec0e6de4

Observation 5b8e3c95-e72b-41d0-abcb-e4b591be8560 · outbound

This paper cites Qwen2.5 Technical Report.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Qwen2.5 Technical Report

Reference 55

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no resolver link, observed 2026-08-06T21:22:27.280848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:27.280848Z digest=sha256:06fd8c8e7660dffbbc3d964cc76da58cd665af731e74baf6df6a62130baefb4e

Observation 382fc582-a65c-4f3c-a54e-10ab15d0e893 · outbound

This paper cites Thinking in Space: How Multimodal Large Language Models See, Remember, and Recall Spaces.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Thinking in Space: How Multimodal Large Language Models See, Remember, and Recall Spaces

Reference 56

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no resolver link, observed 2026-08-06T21:22:27.285460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:27.285460Z digest=sha256:41a470632f02edfda139f9afbed932729f7e39c55f3a5f3bddf861e721c23725

Observation 2d984caf-423b-429f-a797-ea9f406ecd3e · outbound

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

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search

Reference 57

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no resolver link, observed 2026-08-06T21:22:27.289983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:27.289983Z digest=sha256:cc170dcfad8a55253ffbb995c77754c855bf1c8b74ee7bdff3895320593caec4

Observation 6ad9d425-d0ef-4861-9350-76ee118678dc · outbound

This paper cites Griffiths, Yuan Cao, and Karthik R Narasimhan.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Griffiths, Yuan Cao, and Karthik R Narasimhan

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:22:28.282350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:22:27.293444Z digest=sha256:3f8e5695bce800fe883deba0e9fda984b7f1079447ba0e6197dfc77ddd5571d8

Observation 811b8406-018e-4152-a21e-965b3c38747f · outbound

This paper cites React: Synergizing reasoning and acting in language models.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models React: Synergizing reasoning and acting in language models

Reference 59

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no resolver link, observed 2026-08-06T21:22:27.297107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:27.297107Z digest=sha256:e4f90ddc6947429ec41ccfb986d9f0554da1961d2c9e0bf0fcc3ec2163e2554d

Observation 39fed605-86b0-4fc9-a1d1-192143768955 · outbound

This paper cites LIMO: Less is More for Reasoning.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models LIMO: Less is More for Reasoning

Reference 60

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no resolver link, observed 2026-08-06T21:22:27.300441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:27.300441Z digest=sha256:8875e4785f540f545833e3f76d2899a307983fd9fd943ee1284c01de4aa20d46

Observation 3bf4f7e7-965c-4ba7-b58c-c5d619de3733 · outbound

This paper cites Open3dvqa: A benchmark for comprehensive spatial reasoning with multimodal large language model in open space.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Open3dvqa: A benchmark for comprehensive spatial reasoning with multimodal large language model in open space

Reference 61

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no resolver link, observed 2026-08-06T21:22:27.304216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:27.304216Z digest=sha256:bb3b5ec8aa886a942dc044d07c6a83180d315c07be12c39b655c6c9a7818cd72

Observation 53dc4f26-22f7-418d-a351-7d8f26819d2b · outbound

This paper cites Improve Vision Language Model Chain-of-thought Reasoning.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Improve Vision Language Model Chain-of-thought Reasoning

Reference 62

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unresolved
no resolver link, observed 2026-08-06T21:22:27.307489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:27.307489Z digest=sha256:1ae8ae9595db03b54010adf1247d9ab45f1f08cf0c3ece3a68a759df92225866

Observation 6dcaa078-5d0d-41ce-9976-cd80cef345fa · outbound

This paper cites an unresolved cited work.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:22:28.266554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:22:27.312352Z digest=sha256:56e16c6782b268f5f8d0c38fe5f6b821253828de9e55cd7557eb20ef106c6b84

Observation 6946ec7f-6327-4654-becb-fe7c8de216f8 · outbound

This paper cites an unresolved cited work.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Unresolved cited work

Reference 65

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unresolved
raw_fallback, observed 2026-08-06T21:22:28.255864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:22:27.315929Z digest=sha256:05da6d459b2f5d6e77c467ac614ac30bd481fba0cd0a21cbee0f05e55b40797b

Observation 0c6ca4da-04e3-4ebe-8ea7-55ff2c3ccd11 · outbound

This paper cites an unresolved cited work.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Unresolved cited work

Reference 66

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unresolved
raw_fallback, observed 2026-08-06T21:22:28.245245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:22:27.319544Z digest=sha256:3f809337166fdda96c9be85b264fc3d5c8923df1c29430c1a3d726391682a6c4

Observation 47a14f60-c09b-4daa-a2d8-0494efa1ba24 · outbound

This paper cites an unresolved cited work.

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models Unresolved cited work

Reference 2020

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unresolved
raw_fallback, observed 2026-08-06T21:22:28.365427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:22:27.213883Z digest=sha256:46d8d1bd4d71925f2a71e947e6a28bd4ed534b5da8f92aa4939aabf733daec9e

Pith citing papers

No inbound Pith citation observations are available.