Paper Citation Record · LEDGER

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering

As of 9 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 1 inbound Pith citation observation for arXiv:2505.23242.

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

pith.paper-citation-record.v1
2505.23242 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:54:21.598581Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T17:38:50.313305Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T20:56:13.576478Z

Reference resolution

47 of 47 outbound references displayed

verified exact0
verified fuzzy0
unresolved47
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 67eb742d-047a-4b01-a913-cfacfdcfbf50 · outbound

This paper cites online" 'onlinestring :=.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:16.961972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af602851-99ad-4ea5-b5f7-e673ba0c5066 · outbound

This paper cites write newline.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:17.010316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acd7b2ac-55ed-4cf3-88d8-98e60c058909 · outbound

This paper cites GPT-4 Technical Report.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering GPT-4 Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:17.102080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65bd91f8-55ab-4591-b281-10059ac781ed · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:17.208004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cc4a3c1-b7a1-459b-9091-22c8decc46ff · outbound

This paper cites an unresolved cited work.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:54:27.444884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c3a7c918-2efe-40e8-a75b-53766e054189 · outbound

This paper cites an unresolved cited work.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:54:27.226750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 730c4888-c818-47e6-bf89-5b396e106047 · outbound

This paper cites MapQA: A Dataset for Question Answering on Choropleth Maps.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering MapQA: A Dataset for Question Answering on Choropleth Maps

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:17.462889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74792078-dede-4bb3-8476-29bff9b57b5a · outbound

This paper cites an unresolved cited work.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:54:27.034321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3a92c1de-308b-44e5-a3c0-d8de9790cd16 · outbound

This paper cites an unresolved cited work.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:54:26.880257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a0d00ad9-264c-44a9-a848-910e5295906f · outbound

This paper cites ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:17.708376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13c2141f-577d-4641-aeae-0dde51d6064e · outbound

This paper cites ChartLlama: A Multimodal LLM for Chart Understanding and Generation.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering ChartLlama: A Multimodal LLM for Chart Understanding and Generation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:17.798718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b7e68ba-368c-4f15-b049-ed3fd229002c · outbound

This paper cites an unresolved cited work.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:54:26.702167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f13f8294-70c5-406f-8fa6-d01ccb27e9c4 · outbound

This paper cites From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:17.958575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab29fe51-c92a-4d1d-8bd3-f15ee71c5f3c · outbound

This paper cites an unresolved cited work.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:54:26.520021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e9bdab72-e34f-4818-8b55-1fc248cf0e2a · outbound

This paper cites an unresolved cited work.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:54:26.367087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9b031940-82c8-4522-b8d9-11650efba9a7 · outbound

This paper cites an unresolved cited work.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:54:26.194402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f9ac3900-e684-4e6d-868a-ebb5867db4f9 · outbound

This paper cites an unresolved cited work.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:54:25.942296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a1317a76-f552-4306-9691-ea24ba8ab6fd · outbound

This paper cites an unresolved cited work.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:54:25.728556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 24f3f26e-458f-420b-9245-9692e789d51f · outbound

This paper cites Multimodal ArXiv: A Dataset for Improving Scientific Comprehension of Large Vision-Language Models.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering Multimodal ArXiv: A Dataset for Improving Scientific Comprehension of Large Vision-Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:18.556271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd5997a3-e590-46d8-bc00-f6ab0c5e9bcf · outbound

This paper cites an unresolved cited work.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:54:25.465834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6f274196-4edb-449c-ad4e-a3ee294c1e06 · outbound

This paper cites an unresolved cited work.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:54:25.251531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2ccef0d2-ff5c-4efb-be78-224b09d58bdd · outbound

This paper cites SPHINX: The Joint Mixing of Weights, Tasks, and Visual Embeddings for Multi-modal Large Language Models.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering SPHINX: The Joint Mixing of Weights, Tasks, and Visual Embeddings for Multi-modal Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:18.750174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef7a3bf4-6d55-4fbb-bda8-06b9c712b01a · outbound

This paper cites an unresolved cited work.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:54:25.054495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d6b68e72-2eea-478d-9e99-9b1132e1f1d0 · outbound

This paper cites an unresolved cited work.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:54:24.815887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2835cd06-7e47-4c02-9ef7-954779a3e204 · outbound

This paper cites an unresolved cited work.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:54:24.537018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6a3bca2a-128d-408f-9f90-62af9a810a87 · outbound

This paper cites an unresolved cited work.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:54:24.305380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fd519410-9446-4f4b-8c29-ae5fb76b6e46 · outbound

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

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:19.085320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36bd0b10-5df7-4cd3-b7ca-a1d572622a80 · outbound

This paper cites an unresolved cited work.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:54:24.097591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 979ef4f4-f382-4ea2-9b40-1b441ea88406 · outbound

This paper cites an unresolved cited work.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:54:23.903955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6b21cd01-72bf-490b-8624-37725b566401 · outbound

This paper cites an unresolved cited work.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:54:23.635187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e9796ca0-65d5-4f1a-a454-ca22342135ca · outbound

This paper cites ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:19.284868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3bdc5e4-bea8-44f2-ade9-20dd6ce129e5 · outbound

This paper cites an unresolved cited work.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:54:23.448808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 98c86d6a-fa07-48c0-9feb-80f4d8905521 · outbound

This paper cites an unresolved cited work.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:54:23.236263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 39bf4538-cec5-42fd-8509-4b2703ca928b · outbound

This paper cites DOMINO: A Dual-System for Multi-step Visual Language Reasoning.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering DOMINO: A Dual-System for Multi-step Visual Language Reasoning

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:19.458873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b339e32f-7eaf-4c62-a342-ed92842eaa67 · outbound

This paper cites CogVLM: Visual Expert for Pretrained Language Models.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering CogVLM: Visual Expert for Pretrained Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:19.537011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e87c0167-d24f-4bb3-a63b-031e8dacc9fd · outbound

This paper cites Finetuned Language Models Are Zero-Shot Learners.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering Finetuned Language Models Are Zero-Shot Learners

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:19.631606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41ee7eab-eab0-40d7-aff2-5cd688e85c40 · outbound

This paper cites an unresolved cited work.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:54:23.082929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e9264d30-583f-4164-8968-ee956f416d36 · outbound

This paper cites mChartQA: A universal benchmark for multimodal Chart Question Answer based on Vision-Language Alignment and Reasoning.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering mChartQA: A universal benchmark for multimodal Chart Question Answer based on Vision-Language Alignment and Reasoning

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:19.774218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 576167a6-be48-4397-ac62-de6821778aea · outbound

This paper cites TableBench: A Comprehensive and Complex Benchmark for Table Question Answering.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering TableBench: A Comprehensive and Complex Benchmark for Table Question Answering

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:19.855535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94f14d80-1fa0-467d-8f78-61774e303325 · outbound

This paper cites an unresolved cited work.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:54:22.843031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d5996df9-cc02-4f6d-bfcd-010b930cd682 · outbound

This paper cites an unresolved cited work.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:54:22.588604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d81f267b-5549-4f21-8a2b-9ede1a975781 · outbound

This paper cites an unresolved cited work.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:54:22.337648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 81a8b2b7-6a89-4e6d-900b-3955a8150f63 · outbound

This paper cites an unresolved cited work.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:54:22.161095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1e61c22d-348e-44ff-941d-9e93587c8a77 · outbound

This paper cites an unresolved cited work.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:54:21.960239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 759124c8-0900-4289-a242-82e91ef67e6c · outbound

This paper cites TinyChart: Efficient Chart Understanding with Visual Token Merging and Program-of-Thoughts Learning.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering TinyChart: Efficient Chart Understanding with Visual Token Merging and Program-of-Thoughts Learning

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:21.179982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76c15de3-f274-4a76-9f88-4d6edcd4246b · outbound

This paper cites InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:21.396943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b3016a0-264d-4dc6-ac02-34962ac093e8 · outbound

This paper cites Instruction-Following Evaluation for Large Language Models.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering Instruction-Following Evaluation for Large Language Models

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:21.598581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 64068d8a-fab3-4fed-835b-ec55fdcdeb92 · inbound

Trust Region On-Policy Distillation cites this paper.

Trust Region On-Policy Distillation ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering

Reference 298

Resolution: verified exact; arxiv_id, observed 2026-07-01T20:56:13.577795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.