Paper Citation Record · LEDGER

ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 34 inbound Pith citation observations for arXiv:2402.12185.

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

pith.paper-citation-record.v1
2402.12185 v6

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 34 of 34 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 34 of 34 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:00:21.053887Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T16:59:57.579605Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation b138e72b-54d3-4a0e-bed2-1ff8e8c9b124 · inbound

PDF-WuKong: A Large Multimodal Model for Efficient Long PDF Reading with End-to-End Sparse Sampling cites this paper.

PDF-WuKong: A Large Multimodal Model for Efficient Long PDF Reading with End-to-End Sparse Sampling ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-23T19:43:23.678200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f9ab4b45-e19b-41cf-ac8a-9c942c3fe761 · inbound

Document Parsing Unveiled: Techniques, Challenges, and Prospects for Structured Information Extraction cites this paper.

Document Parsing Unveiled: Techniques, Challenges, and Prospects for Structured Information Extraction ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Reference 262

Resolution: verified exact; arxiv_id, observed 2026-05-23T19:15:47.286983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d881d701-466e-4c36-9892-ff4430d57e1a · inbound

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

Chimera: Improving Generalist Model with Domain-Specific Experts ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-11T20:13:47.718190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18805596-b60e-45b2-b9f3-5f15a39cee2e · inbound

OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations cites this paper.

OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-11T18:41:26.821998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9ae9904-4674-40eb-a954-c17548ed33fe · inbound

Rethinking Comprehensive Benchmark for Chart Understanding: A Perspective from Scientific Literature cites this paper.

Rethinking Comprehensive Benchmark for Chart Understanding: A Perspective from Scientific Literature ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T18:19:03.966979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a278470e-2183-4ab4-ab02-6f75b4a40463 · inbound

OCRBench v2: An Improved Benchmark for Evaluating Large Multimodal Models on Visual Text Localization and Reasoning cites this paper.

OCRBench v2: An Improved Benchmark for Evaluating Large Multimodal Models on Visual Text Localization and Reasoning ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-17T20:33:26.751219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 95f52bbb-bcad-4800-baeb-7b0bf5d3559f · inbound

Graph-Based Multimodal Contrastive Learning for Chart Question Answering cites this paper.

Graph-Based Multimodal Contrastive Learning for Chart Question Answering ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T21:41:16.196644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe070716-1d2f-428c-ab00-7e1f46e5e61c · inbound

Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark cites this paper.

Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-10T21:18:59.761214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 750202c2-53f5-426e-8deb-5f2dae2495d2 · inbound

ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation cites this paper.

ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T21:03:45.254749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72b98c2b-7581-4683-82d4-19faa561db83 · inbound

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset cites this paper.

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-10T20:12:20.496239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 103750fb-7e7d-4e4a-af79-90dfc626cb34 · inbound

Do Large Multimodal Models Solve Caption Generation for Scientific Figures? Lessons Learned from SciCap Challenge 2023 cites this paper.

Do Large Multimodal Models Solve Caption Generation for Scientific Figures? Lessons Learned from SciCap Challenge 2023 ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-09T20:34:02.341116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2dfb2069-1a94-4bab-a190-c52459a0dc56 · inbound

Arrow-Guided VLM: Enhancing Flowchart Understanding via Arrow Direction Encoding cites this paper.

Arrow-Guided VLM: Enhancing Flowchart Understanding via Arrow Direction Encoding ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T23:00:21.053887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e8e4e41-ade1-42fe-9cb1-8d47ed0b8958 · inbound

Reasoning-OCR: Can Large Multimodal Models Solve Complex Logical Reasoning Problems from OCR Cues? cites this paper.

Reasoning-OCR: Can Large Multimodal Models Solve Complex Logical Reasoning Problems from OCR Cues? ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T20:31:36.630121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 250dc581-5b92-4aa4-9bf2-6ca6872fe5f6 · inbound

VisualToolAgent (VisTA): A Reinforcement Learning Framework for Visual Tool Selection cites this paper.

VisualToolAgent (VisTA): A Reinforcement Learning Framework for Visual Tool Selection ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T13:59:38.929113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b579d972-7002-4899-a59f-4bd17682865a · inbound

MME-Reasoning: A Comprehensive Benchmark for Logical Reasoning in MLLMs cites this paper.

MME-Reasoning: A Comprehensive Benchmark for Logical Reasoning in MLLMs ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T13:36:00.905290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c99a0f72-a87c-4ea0-a192-a8e661b41a4c · inbound

MuSciClaims: Multimodal Scientific Claim Verification cites this paper.

MuSciClaims: Multimodal Scientific Claim Verification ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T10:43:30.892073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a741b165-5afb-4699-bf37-300cc224519f · inbound

On the Comprehensibility of Multi-structured Financial Documents using LLMs and Pre-processing Tools cites this paper.

On the Comprehensibility of Multi-structured Financial Documents using LLMs and Pre-processing Tools ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T10:27:36.844478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76580506-0fe2-4444-a116-28dec52aeb36 · inbound

Does It Run and Is That Enough? Revisiting Text-to-Chart Generation with a Multi-Agent Approach cites this paper.

Does It Run and Is That Enough? Revisiting Text-to-Chart Generation with a Multi-Agent Approach ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T06:03:57.533348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b37736b1-8c9e-4674-a8d3-433745e45112 · inbound

ChartReasoner: Code-Driven Modality Bridging for Long-Chain Reasoning in Chart Question Answering cites this paper.

ChartReasoner: Code-Driven Modality Bridging for Long-Chain Reasoning in Chart Question Answering ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T04:38:32.659804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8250599-6e3e-44ab-ba37-3a837b5680ae · inbound

SimVecVis: A Dataset for Enhancing MLLMs in Visualization Understanding cites this paper.

SimVecVis: A Dataset for Enhancing MLLMs in Visualization Understanding ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T22:32:40.633371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 152c8a3e-c514-4cf2-8371-942a4c18c328 · inbound

Coling-UniA at SciVQA 2025: Few-Shot Example Retrieval and Confidence-Informed Ensembling for Multimodal Large Language Models cites this paper.

Coling-UniA at SciVQA 2025: Few-Shot Example Retrieval and Confidence-Informed Ensembling for Multimodal Large Language Models ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:58.519990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7086446-3995-4266-8ff6-f424aff91aba · inbound

In-Depth and In-Breadth: Pre-training Multimodal Language Models Customized for Comprehensive Chart Understanding cites this paper.

In-Depth and In-Breadth: Pre-training Multimodal Language Models Customized for Comprehensive Chart Understanding ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T16:14:08.830591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e08be10-ea52-4a09-9763-bab8ded5a6de · inbound

FinChart-Bench: Benchmarking Financial Chart Comprehension in Vision-Language Models cites this paper.

FinChart-Bench: Benchmarking Financial Chart Comprehension in Vision-Language Models ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T15:52:14.958562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b55ddca-aa16-4af3-9092-a8d48b9305bf · inbound

ChartGen: Scaling Chart Understanding Via Code-Guided Synthetic Chart Generation cites this paper.

ChartGen: Scaling Chart Understanding Via Code-Guided Synthetic Chart Generation ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:19.217133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d3ddf06-d783-4c7e-b53e-8c53b7b8e728 · inbound

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering cites this paper.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T17:32:09.063743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 792411f9-03b2-43d1-b6ab-f920c5738d0d · inbound

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding cites this paper.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-04T19:27:20.984528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e086147-55fc-42cf-8ffc-0e9d61c017e5 · inbound

ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch cites this paper.

ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-16T13:12:54.737899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4253b866-4fc7-431d-a233-1e20e5875939 · inbound

Chart Specification: Structural Representations for Incentivizing VLM Reasoning in Chart-to-Code Generation cites this paper.

Chart Specification: Structural Representations for Incentivizing VLM Reasoning in Chart-to-Code Generation ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-04T06:07:03.204528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdd249a8-d306-4ae9-b124-c9f44efa74b2 · inbound

PlotChain: Deterministic Checkpointed Evaluation of Multimodal LLMs on Engineering Plot Reading cites this paper.

PlotChain: Deterministic Checkpointed Evaluation of Multimodal LLMs on Engineering Plot Reading ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-16T10:27:44.662324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4b5eddda-bb1f-4c20-91c9-7d22324650dc · inbound

Chart-RL: Policy Optimization Reinforcement Learning for Enhanced Visual Reasoning in Chart Question Answering with Vision Language Models cites this paper.

Chart-RL: Policy Optimization Reinforcement Learning for Enhanced Visual Reasoning in Chart Question Answering with Vision Language Models ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-13T20:03:12.113338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5e1ad51d-4ae4-4f39-baa3-11e129fb1608 · inbound

Large language model-enabled automated data extraction for concrete materials informatics cites this paper.

Large language model-enabled automated data extraction for concrete materials informatics ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Reference 97

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:41:08.755668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 253ffb8f-9f87-4396-8e90-2aa165b81f30 · inbound

Large language model-enabled automated data extraction for concrete materials informatics cites this paper.

Large language model-enabled automated data extraction for concrete materials informatics ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Reference 97

Resolution: verified exact; arxiv_id, observed 2026-07-04T16:59:57.581917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 92f2566f-d970-451d-849b-4d1d6ab0a35b · inbound

PlotPick: AI-powered batch extraction of numerical data from scientific figures cites this paper.

PlotPick: AI-powered batch extraction of numerical data from scientific figures ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:41:11.007432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0cd88e9e-8105-4910-a116-9f0c674ca79c · inbound

CrystalXRD-Bench: Benchmarking Vision-Language Models for XRD Peak Indexing Across Diverse Crystalline Materials cites this paper.

CrystalXRD-Bench: Benchmarking Vision-Language Models for XRD Peak Indexing Across Diverse Crystalline Materials ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-06-29T07:33:13.937474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.