Paper Citation Record · LEDGER

Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text

As of 9 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 2 inbound Pith citation observations for arXiv:2507.19969.

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

pith.paper-citation-record.v1
2507.19969 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T13:58:02.489538Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T23:25:17.416071Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

29 of 29 outbound references displayed

verified exact0
verified fuzzy16
unresolved12
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 5410284b-e718-4369-b4b4-d4d57d158f04 · outbound

This paper cites - Clearly specify the selected domain in the output.

Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text - Clearly specify the selected domain in the output

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:58:03.166673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ef3d4fcc-5b8f-4920-b190-d1ec0f9b5ed1 · outbound

This paper cites A Survey on LLM-as-a-Judge.

Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text A Survey on LLM-as-a-Judge

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T13:58:02.324761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16e99106-144d-4b78-b5b5-5bc9c8e6fcf0 · outbound

This paper cites an unresolved cited work.

Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:58:03.129700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 758fed22-3d16-4496-99e2-3714499f5d7d · outbound

This paper cites DataNarrative: Automated Data-Driven Storytelling with Visualizations and Texts.

Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text DataNarrative: Automated Data-Driven Storytelling with Visualizations and Texts

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T13:58:02.335093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07084909-e528-4e11-a731-3bf8dab9e8ac · outbound

This paper cites - Highlight the main insight derived from the visualization.

Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text - Highlight the main insight derived from the visualization

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:58:03.098550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 201db328-ed7f-4638-8b5c-361495912021 · outbound

This paper cites Vi(E)va LLM! A Conceptual Stack for Evaluating and Interpreting Generative AI-based Visualizations.

Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text Vi(E)va LLM! A Conceptual Stack for Evaluating and Interpreting Generative AI-based Visualizations

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T13:58:02.346718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdd005b5-aaf6-4ae4-b403-c1888ede471e · outbound

This paper cites - The question should involve detecting patterns, finding skewness, assessing data spread, or identifying peaks and outliers.

Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text - The question should involve detecting patterns, finding skewness, assessing data spread, or identifying peaks and outliers

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:58:03.148702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d1ffc0c4-1ece-49ea-9d3f-37593a2a5b07 · outbound

This paper cites - Data should be binned appropriately to represent the distribution.

Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text - Data should be binned appropriately to represent the distribution

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:58:03.113979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 76f74cf2-dc78-487b-938f-3266db69e41c · outbound

This paper cites Histogram.

Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text Histogram

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:58:03.083241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 33f39496-c5fd-4bf1-a306-74a377f32d95 · outbound

This paper cites • Design the question specifically for a scatter plot visualization.

Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text • Design the question specifically for a scatter plot visualization

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:58:03.058741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 65ea10f0-1459-4e48-9b3a-b18a9d0e7e65 · outbound

This paper cites an unresolved cited work.

Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:58:03.040032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation aed183e3-2f05-41ac-969f-b1408f4de50c · outbound

This paper cites • Ensure the code annotates key insights on the plot.

Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text • Ensure the code annotates key insights on the plot

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:58:03.025141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7f9f1dc0-9e01-4624-91c9-12c5a2aafeeb · outbound

This paper cites an unresolved cited work.

Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:58:03.001580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a65d07d9-f992-4375-9749-d234c625c137 · outbound

This paper cites Scatter". • xlabel: The variable used for the X-axis. • ylabel: The variable used for the Y-axis (if not applicable, use.

Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text Scatter". • xlabel: The variable used for the X-axis. • ylabel: The variable used for the Y-axis (if not applicable, use

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:58:02.983773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 60d891be-dbd5-45e0-9371-1dc92aa0a8ba · outbound

This paper cites unanswerable.

Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text unanswerable

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:58:02.965742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fe393762-557a-46f0-9ed7-69448cc04403 · outbound

This paper cites Answer":.

Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text Answer":

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:58:02.945620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 656247fc-75c6-4d53-b053-e9abde3e24cc · outbound

This paper cites an unresolved cited work.

Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:58:02.909694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ede2b55a-4d10-44ca-9392-024a7752e709 · outbound

This paper cites an unresolved cited work.

Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:58:02.866165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9b530317-43f8-45ab-80a5-30795a67c562 · outbound

This paper cites Answer":.

Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text Answer":

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:58:02.824935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 50d4a2aa-4caf-44c2-b21c-d892ed3ee985 · outbound

This paper cites an unresolved cited work.

Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:58:02.789260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 451e980a-e643-4501-b478-ca715304d89f · outbound

This paper cites Evaluation Criteria:.

Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text Evaluation Criteria:

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:58:02.761382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bcdaca59-0838-43dd-a414-5d27a96ea254 · outbound

This paper cites 48.77" vs.

Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text 48.77" vs

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:58:02.741066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9eff40eb-c491-4df9-b9ad-605c261e4efc · outbound

This paper cites an unresolved cited work.

Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:58:02.720854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9ae8415d-0c68-4216-8634-a235188444ec · outbound

This paper cites Answer Match.

Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text Answer Match

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:58:02.702329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0ae102c8-8f4a-4ccc-8899-3a2b7517f2d8 · outbound

This paper cites Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning.

Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning

Reference 2017

Resolution: malformed identifier; no resolver link, observed 2026-08-06T13:58:02.358475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c050257-019f-4c86-abfa-7625c5523f69 · outbound

This paper cites GPT-4 Technical Report.

Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text GPT-4 Technical Report

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-06T13:58:02.341262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81dd8962-977d-4c77-abcc-fc5698cb9dfe · outbound

This paper cites In Computer Graphics Forum, volume 41, pages 555–572.

Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text In Computer Graphics Forum, volume 41, pages 555–572

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:58:03.202814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 47db1f9f-8980-4871-a56c-08162cbfacc0 · outbound

This paper cites Advances in Neural Information Pro- cessing Systems, 36:46595–46623.

Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text Advances in Neural Information Pro- cessing Systems, 36:46595–46623

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:58:03.183217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 85d4284c-337f-492b-80bc-3afc234cf03e · outbound

This paper cites DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence.

Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T13:58:02.318463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 3740b15f-6846-4175-9424-9faf0b658222 · inbound

Exploring Agentic Visual Analytics: A Co-Evolutionary Framework of Roles and Workflows cites this paper.

Exploring Agentic Visual Analytics: A Co-Evolutionary Framework of Roles and Workflows Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-10T07:37:03.953244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 29d50674-059a-44b6-a16f-f4e18200c7e1 · inbound

Business Utility of Large Language Models as Exploratory Data Analysis Agents cites this paper.

Business Utility of Large Language Models as Exploratory Data Analysis Agents Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text

Reference 26

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T23:35:06.988958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.