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Paper Citation Record · LEDGER

GeomVerse: A Systematic Evaluation of Large Models for Geometric Reasoning

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 25 inbound Pith citation observations for arXiv:2312.12241.

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

pith.paper-citation-record.v1
2312.12241 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 25 of 25 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:32:45.066125Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T20:48:56.071888Z

Reference resolution

0 of 0 outbound references displayed

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External citation measurements

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Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation b56f4798-8e8e-43ea-8c81-c08d90c27881 · inbound

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

LLaVA-OneVision: Easy Visual Task Transfer GeomVerse: A Systematic Evaluation of Large Models for Geometric Reasoning

Reference 52

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metadata mismatch
arxiv_id, observed 2026-05-10T14:23:49.589748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-10T14:23:49.412830Z digest=sha256:df7f26e419320a952b9cd6ce8578a89a466f22f79bb1e21e3c526a9781a06aab

Observation 5d35e18a-09b7-4db3-bfd2-bc7f5ee8c95b · inbound

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

CogVLM2: Visual Language Models for Image and Video Understanding GeomVerse: A Systematic Evaluation of Large Models for Geometric Reasoning

Reference 25

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arxiv_id, observed 2026-05-16T20:10:27.768097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-16T20:10:27.633010Z digest=sha256:bcb6d479a63fff73bde9137f538cb4012cafd3338f64eae744ec25d98cee5a42

Observation adf329a8-1e64-44e6-a671-9ddcd3e22731 · inbound

Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization cites this paper.

Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization GeomVerse: A Systematic Evaluation of Large Models for Geometric Reasoning

Reference 39

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arxiv_id, observed 2026-05-16T09:16:17.435577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-16T09:16:17.150383Z digest=sha256:c96ce1e8e85ca46602c11f364c69f86831fcf7c66d68cdfa5f509e64e7eecc8d

Observation 1ae33458-26f6-4100-8671-6afd957d8ee3 · inbound

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

Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling GeomVerse: A Systematic Evaluation of Large Models for Geometric Reasoning

Reference 107

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metadata mismatch
arxiv_id, observed 2026-05-10T13:23:57.952563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-10T13:23:57.588851Z digest=sha256:b8408e7994e8b464338ade072f0fb998382e1efa80113b60e16bbc00c9f380b8

Observation c203df1a-6efc-401c-8fa0-1d5aaf434bf8 · inbound

Chimera: Improving Generalist Model with Domain-Specific Experts cites this paper.

Chimera: Improving Generalist Model with Domain-Specific Experts GeomVerse: A Systematic Evaluation of Large Models for Geometric Reasoning

Reference 26

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no resolver link, observed 2026-08-11T20:13:47.544278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:13:47.544278Z digest=sha256:adbfd51e5f628ad4c4f066a90f6ea92a7c78ea2130a4a6a5b3f0f7ec2c16ef4e

Observation 4aa2104a-e59b-481e-9bcc-9f006f76e064 · inbound

MetaMorph: Multimodal Understanding and Generation via Instruction Tuning cites this paper.

MetaMorph: Multimodal Understanding and Generation via Instruction Tuning GeomVerse: A Systematic Evaluation of Large Models for Geometric Reasoning

Reference 131

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arxiv_id, observed 2026-05-17T07:51:13.096656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-05-17T07:51:12.953777Z digest=sha256:14363fcf303fa0de8cc726b556b5f05424968a201f54c7ac5b90309c4ff7f492

Observation 35174df6-e4c8-412c-a46c-9e505155b2f1 · inbound

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

Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search GeomVerse: A Systematic Evaluation of Large Models for Geometric Reasoning

Reference 2017

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no resolver link, observed 2026-08-11T04:53:11.794660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:53:11.794660Z digest=sha256:4fe84fdc6e4667572da219460808232cdf21e057213455fdda77566981ebc2a4

Observation 3284b139-ae29-47f3-8d62-67eef42c0583 · inbound

Gemma 3 Technical Report cites this paper.

Gemma 3 Technical Report GeomVerse: A Systematic Evaluation of Large Models for Geometric Reasoning

Reference 27

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verified exact
arxiv_id, observed 2026-05-22T22:22:12.212483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-22T22:18:55.976503Z digest=sha256:d50c24c975733a66a9116a9b413904414e7d15b86f9b99693d22c2ba30ca00f2

Observation 130c2966-a817-4a07-b5af-bf019d167a98 · inbound

FLARE: Fully Integration of Vision-Language Representations for Deep Cross-Modal Understanding cites this paper.

FLARE: Fully Integration of Vision-Language Representations for Deep Cross-Modal Understanding GeomVerse: A Systematic Evaluation of Large Models for Geometric Reasoning

Reference 28

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arxiv_id, observed 2026-05-22T19:52:01.938016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-22T19:49:00.961388Z digest=sha256:c7133857a0b5e0dd4146662ca82349aac5e123bbbebf64e1cdff8fc299e2f525

Observation 9c4e5890-e323-4baa-91b5-86b83b4d3d67 · inbound

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

InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models GeomVerse: A Systematic Evaluation of Large Models for Geometric Reasoning

Reference 55

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metadata mismatch
arxiv_id, observed 2026-05-10T13:41:08.330629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-10T13:41:07.991012Z digest=sha256:a465dbed2d55602a2dd7e41766eecacf775456ca4ab00acd18de8e501ef4509e

Observation b899f464-06cf-44e6-8935-f87beb8481ec · inbound

GeoSense: Evaluating Identification and Application of Geometric Principles in Multimodal Reasoning cites this paper.

GeoSense: Evaluating Identification and Application of Geometric Principles in Multimodal Reasoning GeomVerse: A Systematic Evaluation of Large Models for Geometric Reasoning

Reference 17

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no resolver link, observed 2026-08-16T12:32:45.066125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:32:45.066125Z digest=sha256:97395e6fe4dd31d6a5e4c67afff36b22313a97f8f2c56d66929c26ad1e92293a

Observation 2e52d9cc-76e9-4074-a4c7-1c57c8850bd1 · inbound

Enhancing the Geometric Problem-Solving Ability of Multimodal LLMs via Symbolic-Neural Integration cites this paper.

Enhancing the Geometric Problem-Solving Ability of Multimodal LLMs via Symbolic-Neural Integration GeomVerse: A Systematic Evaluation of Large Models for Geometric Reasoning

Reference 16

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no resolver link, observed 2026-08-16T12:27:50.603694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:27:50.603694Z digest=sha256:101f96ecd90c0086b7e76f7ba341b53aaddb6b3b11afbcdeb949000d530d8204

Observation ef6336ff-ecc8-40a8-8be8-dd743c198542 · inbound

FUDOKI: Discrete Flow-based Unified Understanding and Generation via Kinetic-Optimal Velocities cites this paper.

FUDOKI: Discrete Flow-based Unified Understanding and Generation via Kinetic-Optimal Velocities GeomVerse: A Systematic Evaluation of Large Models for Geometric Reasoning

Reference 168

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no resolver link, observed 2026-08-07T14:05:11.188624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:05:11.188624Z digest=sha256:17fc931fa48c775618349ae42a973c7e10b0eb37fdbfbdfc9267d03a27c14246

Observation a8397550-add3-4174-a026-420226b0d7cd · inbound

Mixpert: Mitigating Multimodal Learning Conflicts with Efficient Mixture-of-Vision-Experts cites this paper.

Mixpert: Mitigating Multimodal Learning Conflicts with Efficient Mixture-of-Vision-Experts GeomVerse: A Systematic Evaluation of Large Models for Geometric Reasoning

Reference 20

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unresolved
no resolver link, observed 2026-08-07T12:25:05.622412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:25:05.622412Z digest=sha256:0bc326ad9305fe3196a6f4c8e0be3cc03643ea86b7363cb60b5a267d0ef45f57

Observation ce52fdd2-8f3a-4c67-8076-25c3d53d7bda · inbound

Towards Geometry Problem Solving in the Large Model Era: A Survey cites this paper.

Towards Geometry Problem Solving in the Large Model Era: A Survey GeomVerse: A Systematic Evaluation of Large Models for Geometric Reasoning

Reference 13

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no resolver link, observed 2026-08-07T11:22:40.876265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:22:40.876265Z digest=sha256:635117f33466b8515b03c3a50a5828104d9c3ec2031f88986ba17cc4bfb7fcf8

Observation fdbe7c09-36c9-4094-a3d5-9ede09b1b00f · inbound

Vision-EKIPL: External Knowledge-Infused Policy Learning for Visual Reasoning cites this paper.

Vision-EKIPL: External Knowledge-Infused Policy Learning for Visual Reasoning GeomVerse: A Systematic Evaluation of Large Models for Geometric Reasoning

Reference 31

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metadata mismatch
arxiv_id, observed 2026-05-19T10:37:14.996057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T10:34:48.849524Z digest=sha256:4e8ca48f6a3d658af83346fb46d786aae29b91eae7763a962206eec38648a6d5

Observation 1d6e47b9-39d2-47d4-8707-2ace687eb27f · inbound

Ming-Omni: A Unified Multimodal Model for Perception and Generation cites this paper.

Ming-Omni: A Unified Multimodal Model for Perception and Generation GeomVerse: A Systematic Evaluation of Large Models for Geometric Reasoning

Reference 16

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no resolver link, observed 2026-08-07T04:58:08.217484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:58:08.217484Z digest=sha256:4ef8a3ad419668c5244b3517c0722b4a63c1275c5da442f0cdbac44afca93f5d

Observation 1c68ba37-156f-433e-90db-f5831d5127a6 · inbound

LaRe: Latent Refocusing for Multimodal Reasoning cites this paper.

LaRe: Latent Refocusing for Multimodal Reasoning GeomVerse: A Systematic Evaluation of Large Models for Geometric Reasoning

Reference 99

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unresolved
no resolver link, observed 2026-08-04T00:15:22.055878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:15:22.055878Z digest=sha256:2d207aee73e1a27fbc3579ab07f67fecd09494d02c93665d67048b40ee04d3f7

Observation f5d7e35a-67b0-44bb-8c49-f150bd44fa99 · inbound

Not All Flips Are Conformity: Decomposing Stance Convergence in Multi-Agent LLM Debate cites this paper.

Not All Flips Are Conformity: Decomposing Stance Convergence in Multi-Agent LLM Debate GeomVerse: A Systematic Evaluation of Large Models for Geometric Reasoning

Reference 29

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metadata mismatch
arxiv_id, observed 2026-06-28T19:52:35.910043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-06-28T18:46:50.409655Z digest=sha256:71d1e4ffc68849249c6e02e16fa88a19a2d23ac6a60ee888f16512c9a02595cc

Observation d9cb7518-79e1-4aeb-ab39-fc0d8587a879 · inbound

Zone of Proximal Policy Optimization: Teacher in Prompts, Not Gradients cites this paper.

Zone of Proximal Policy Optimization: Teacher in Prompts, Not Gradients GeomVerse: A Systematic Evaluation of Large Models for Geometric Reasoning

Reference 99

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metadata mismatch
arxiv_id, observed 2026-07-03T20:48:56.073482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-27T01:08:52.981296Z digest=sha256:1ca2850d5b0ec2cb13d727a991bb65b3bc4bd53dec0bf47154db67fe7d9f8a93

Observation 4f13045d-45e6-47fc-8a2f-bc26c5ec9576 · inbound

Formalizing Latent Thoughts: Four Axioms of Thought Representation in LLMs cites this paper.

Formalizing Latent Thoughts: Four Axioms of Thought Representation in LLMs GeomVerse: A Systematic Evaluation of Large Models for Geometric Reasoning

Reference 44

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verified exact
arxiv_id, observed 2026-07-01T13:15:45.629936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-30T23:50:48.584391Z digest=sha256:06205fb6f152932caddea4017274f0f54859941743a349e51805698760618782

Observation 495b3368-4585-41bb-90c3-69e98f68cc8b · inbound

DataComp-VLM: Improved Open Datasets for Vision-Language Models cites this paper.

DataComp-VLM: Improved Open Datasets for Vision-Language Models GeomVerse: A Systematic Evaluation of Large Models for Geometric Reasoning

Reference 125

Resolution
verified exact
arxiv_id, observed 2026-07-01T15:45:47.710732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-30T01:16:16.834861Z digest=sha256:9a02a08ea64b2b53cc98ff3d75271e666d959074b6767a65c8bd7f65a1e862d8

Observation a3be46d5-997f-4524-97c4-1f9ec17ec9e1 · inbound

DataComp-VLM: Improved Open Datasets for Vision-Language Models cites this paper.

DataComp-VLM: Improved Open Datasets for Vision-Language Models GeomVerse: A Systematic Evaluation of Large Models for Geometric Reasoning

Reference 125

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verified exact
arxiv_id, observed 2026-07-02T21:17:24.114550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-07-02T21:10:10.548489Z digest=sha256:6a35a04455ab8bb678441c9ce0b579371e60911b161887bb6bd4bdb2dc5d1095

Observation 5cdaa749-56e1-4bbc-8686-37a92f2c58b9 · inbound

Self-Boosting Vision-Language Models with Noisy Student On-Policy Self-Distillation cites this paper.

Self-Boosting Vision-Language Models with Noisy Student On-Policy Self-Distillation GeomVerse: A Systematic Evaluation of Large Models for Geometric Reasoning

Reference 22

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no resolver link, observed 2026-08-01T03:38:11.793360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:38:11.793360Z digest=sha256:fc055a42b8460083e20e07e1e8c04060da11f9436e2c5a8991917a91aa005b52

Observation 6b355957-b144-44b1-9997-3b5fe4a1858a · inbound

Self-Boosting Vision-Language Models with Noisy Student On-Policy Self-Distillation cites this paper.

Self-Boosting Vision-Language Models with Noisy Student On-Policy Self-Distillation GeomVerse: A Systematic Evaluation of Large Models for Geometric Reasoning

Reference 22

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unresolved
no resolver link, observed 2026-08-03T01:52:58.482587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T01:52:58.482587Z digest=sha256:97246a50c3be2063c29c69e64e9ef1ebf3b6e9acede5f7038936e1e84d209d5a