Paper Citation Record · LEDGER

ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts

As of 14 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 1 inbound Pith citation observation for arXiv:2506.08700.

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

pith.paper-citation-record.v1
2506.08700 v2

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:09:14.523600Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-16T15:03:13.421099Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T15:08:02.147441Z

Reference resolution

54 of 54 outbound references displayed

verified exact5
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 74bd9730-2dfe-4c7f-8bf5-38f5d82522f1 · outbound

This paper cites online" 'onlinestring :=.

ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts online" 'onlinestring :=

Reference 1

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Observation 47453d34-d264-4120-a36d-5427cc141289 · outbound

This paper cites write newline.

ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts write newline

Reference 2

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Observation 873c77cf-fa4d-417c-9f0b-3b7309ecca61 · outbound

This paper cites Reading and Reasoning over Chart Images for Evidence-based Automated Fact-Checking.

ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts Reading and Reasoning over Chart Images for Evidence-based Automated Fact-Checking

Reference 3

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This paper cites an unresolved cited work.

ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts Unresolved cited work

Reference 4

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Observation 733ba315-8cba-4419-9420-8a0e323a2400 · outbound

This paper cites ChartCheck: Explainable Fact-Checking over Real-World Chart Images.

ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts ChartCheck: Explainable Fact-Checking over Real-World Chart Images

Reference 5

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Observation c49e721b-d2ca-4303-bbb7-ff5f1d404026 · outbound

This paper cites FEVEROUS: Fact Extraction and VERification Over Unstructured and Structured information.

ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts FEVEROUS: Fact Extraction and VERification Over Unstructured and Structured information

Reference 6

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Observation 8acfb4fa-8650-4013-b5b5-9c72772334b5 · outbound

This paper cites Qwen2.5-VL Technical Report.

ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts Qwen2.5-VL Technical Report

Reference 7

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Observation 29811026-a154-42db-bb44-ea0170203372 · outbound

This paper cites an unresolved cited work.

ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts Unresolved cited work

Reference 8

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Observation 7a5c205a-3f94-4d14-8ac9-f802c7ec7f27 · outbound

This paper cites CodeKGC: Code Language Model for Generative Knowledge Graph Construction.

ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts CodeKGC: Code Language Model for Generative Knowledge Graph Construction

Reference 9

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Observation 2a141f23-51ec-4478-8593-2c7f66acbb2f · outbound

This paper cites Language Models are Few-Shot Learners.

ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts Language Models are Few-Shot Learners

Reference 10

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Observation a10bed5f-d3df-4075-87ca-3ddf2a796e59 · outbound

This paper cites TabFact: A Large-scale Dataset for Table-based Fact Verification.

ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts TabFact: A Large-scale Dataset for Table-based Fact Verification

Reference 11

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Observation a5f062de-9096-45bd-80b5-c3470dc9b5e7 · outbound

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

ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Reference 12

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ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts Unresolved cited work

Reference 13

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Observation 3965b2d9-deed-492b-aad7-7ba13f135766 · outbound

This paper cites CLIMATE-FEVER: A Dataset for Verification of Real-World Climate Claims.

ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts CLIMATE-FEVER: A Dataset for Verification of Real-World Climate Claims

Reference 14

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Observation 19b92df7-cbf2-4132-89fe-ec338401b098 · outbound

This paper cites Pipeline and Dataset Generation for Automated Fact-checking in Almost Any Language.

ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts Pipeline and Dataset Generation for Automated Fact-checking in Almost Any Language

Reference 15

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ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts Unresolved cited work

Reference 16

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Observation 67df0794-8a4c-4226-bf02-f44246d60aee · outbound

This paper cites Galaxy Zoo: Morphological Classification and Citizen Science.

ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts Galaxy Zoo: Morphological Classification and Citizen Science

Reference 17

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Observation 948eee7b-dddb-47fc-b20c-355e9859bf71 · outbound

This paper cites e , James Thorne, Gisela Vallejo, Andreas Vlachos, and Iryna Gurevych.

ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts e , James Thorne, Gisela Vallejo, Andreas Vlachos, and Iryna Gurevych

Reference 18

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ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts Unresolved cited work

Reference 19

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ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts Unresolved cited work

Reference 20

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Observation a398203e-a244-49af-b990-ebc68e0d6242 · outbound

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

ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models

Reference 21

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ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts Richard Landis and Gary G

Reference 22

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ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts Unresolved cited work

Reference 23

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ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts Evaluating ChatGPT's Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness

Reference 24

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ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts Unresolved cited work

Reference 25

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ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts Unresolved cited work

Reference 26

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This paper cites DePlot: One-shot visual language reasoning by plot-to-table translation.

ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts DePlot: One-shot visual language reasoning by plot-to-table translation

Reference 27

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ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering

Reference 28

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ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts SCITAB: A Challenging Benchmark for Compositional Reasoning and Claim Verification on Scientific Tables

Reference 29

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ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning

Reference 30

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ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts PlotQA: Reasoning over Scientific Plots

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ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts CoVERT: A Corpus of Fact-checked Biomedical COVID-19 Tweets

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ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts Randolph

Reference 40

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ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts COVID-Fact: Fact Extraction and Verification of Real-World Claims on COVID-19 Pandemic

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ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts Page, and David De Roure

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ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts Scientific Fact-Checking: A Survey of Resources and Approaches

Reference 45

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ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts Fact or Fiction: Verifying Scientific Claims

Reference 46

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ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts SciFact-Open: Towards open-domain scientific claim verification

Reference 47

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ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey

Reference 48

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ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts Exploring the Reasoning Abilities of Multimodal Large Language Models (MLLMs): A Comprehensive Survey on Emerging Trends in Multimodal Reasoning

Reference 49

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Reference 50

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ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts ChartBench: A Benchmark for Complex Visual Reasoning in Charts

Reference 51

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ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts Unresolved cited work

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ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts Extract, Define, Canonicalize: An LLM-based Framework for Knowledge Graph Construction

Reference 53

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ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts BERTScore: Evaluating Text Generation with BERT

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T05:09:14.523600Z

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Pith citing papers

Observation 1da26a80-b613-40d7-b409-751000411eae · inbound

VeriTaS: The First Dynamic Benchmark for Multimodal Automated Fact-Checking cites this paper.

VeriTaS: The First Dynamic Benchmark for Multimodal Automated Fact-Checking ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts

Reference 8

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