Paper Citation Record · LEDGER

ChartM$^3$: Benchmarking Chart Editing with Multimodal Instructions

As of 16 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2507.21167.

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

pith.paper-citation-record.v1
2507.21167 v3

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:00:46.513101Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

34 of 34 outbound references displayed

verified exact2
verified fuzzy0
unresolved31
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 200f990c-6433-4ef4-87b9-43a399ded322 · outbound

This paper cites an unresolved cited work.

ChartM$^3$: Benchmarking Chart Editing with Multimodal Instructions Unresolved cited work

Reference 1

Resolution: malformed identifier; no resolver link, observed 2026-08-15T18:00:46.361509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1073cd2b-0455-4f52-bc3b-e44f0bc11804 · outbound

This paper cites Chart-HQA: A Benchmark for Hypothetical Question Answering in Charts.

ChartM$^3$: Benchmarking Chart Editing with Multimodal Instructions Chart-HQA: A Benchmark for Hypothetical Question Answering in Charts

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-15T18:00:46.881160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8e4d627f-8dd9-433a-a019-bafcbc8c7d89 · outbound

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

ChartM$^3$: Benchmarking Chart Editing with Multimodal Instructions Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T18:00:46.371916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e15993e-1812-4b1d-8e0d-c1e64dbf30a1 · outbound

This paper cites How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites.

ChartM$^3$: Benchmarking Chart Editing with Multimodal Instructions How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T18:00:46.377019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55dbdd8d-02b6-4330-8cb1-6c9c80ce9fda · outbound

This paper cites Exploring the structure of a real-time, arbitrary neural artistic stylization network.

ChartM$^3$: Benchmarking Chart Editing with Multimodal Instructions Exploring the structure of a real-time, arbitrary neural artistic stylization network

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T18:00:46.381776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06a6f254-462a-4141-af32-1b12b2976b3b · outbound

This paper cites Generative Adversarial Networks.

ChartM$^3$: Benchmarking Chart Editing with Multimodal Instructions Generative Adversarial Networks

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T18:00:46.386247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96353135-fc84-445b-af69-61e3f766ea50 · outbound

This paper cites PlotEdit: Natural Language-Driven Accessible Chart Editing in PDFs via Multimodal LLM Agents.

ChartM$^3$: Benchmarking Chart Editing with Multimodal Instructions PlotEdit: Natural Language-Driven Accessible Chart Editing in PDFs via Multimodal LLM Agents

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-15T18:00:46.824583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c8e6c170-36ef-40d8-a68f-d66ec506d0c3 · outbound

This paper cites Prompt-to-Prompt Image Editing with Cross Attention Control.

ChartM$^3$: Benchmarking Chart Editing with Multimodal Instructions Prompt-to-Prompt Image Editing with Cross Attention Control

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T18:00:46.396000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74e1538a-2978-4a44-86dc-c9a387d11a98 · outbound

This paper cites OpenCQA: Open-ended Question Answering with Charts.

ChartM$^3$: Benchmarking Chart Editing with Multimodal Instructions OpenCQA: Open-ended Question Answering with Charts

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T18:00:46.400426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc810bfe-feb2-4405-a213-678ea47f107a · outbound

This paper cites Imagic: Text-Based Real Image Editing with Diffusion Models.

ChartM$^3$: Benchmarking Chart Editing with Multimodal Instructions Imagic: Text-Based Real Image Editing with Diffusion Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T18:00:46.404981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8107760-e181-43c2-a623-86066a233ecc · outbound

This paper cites an unresolved cited work.

ChartM$^3$: Benchmarking Chart Editing with Multimodal Instructions Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T18:00:46.410005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5542527-756b-4cf6-b37b-26642e32af3d · outbound

This paper cites Efficient LLaMA-3.2-Vision by Trimming Cross-attended Visual Features.

ChartM$^3$: Benchmarking Chart Editing with Multimodal Instructions Efficient LLaMA-3.2-Vision by Trimming Cross-attended Visual Features

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T18:00:46.414199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 634c5123-e8f6-4921-b9e4-8fed9afeaa06 · outbound

This paper cites an unresolved cited work.

ChartM$^3$: Benchmarking Chart Editing with Multimodal Instructions Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T18:00:46.419146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0effe492-8573-49fa-bc80-3d1a7427ff1e · outbound

This paper cites Visual Instruction Tuning.

ChartM$^3$: Benchmarking Chart Editing with Multimodal Instructions Visual Instruction Tuning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T18:00:46.423344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b71a3bb9-55d9-43c5-8e61-c65fba0e8c70 · outbound

This paper cites DeepSeek-VL: Towards Real-World Vision-Language Understanding.

ChartM$^3$: Benchmarking Chart Editing with Multimodal Instructions DeepSeek-VL: Towards Real-World Vision-Language Understanding

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T18:00:46.427962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60e1a21d-ecdd-4262-9c69-1fcddb0ca109 · outbound

This paper cites an unresolved cited work.

ChartM$^3$: Benchmarking Chart Editing with Multimodal Instructions Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T18:00:46.432110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad02eb1a-3614-4c6a-9205-150565911d7f · outbound

This paper cites PlotQA: Reasoning over Scientific Plots.

ChartM$^3$: Benchmarking Chart Editing with Multimodal Instructions PlotQA: Reasoning over Scientific Plots

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T18:00:46.440910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62aa6ebb-fcd9-4d17-a941-684d81bfca16 · outbound

This paper cites an unresolved cited work.

ChartM$^3$: Benchmarking Chart Editing with Multimodal Instructions Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:00:47.240232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f58742eb-ce19-4462-bfc0-b92910783748 · outbound

This paper cites an unresolved cited work.

ChartM$^3$: Benchmarking Chart Editing with Multimodal Instructions Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:00:47.223104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2d6e509b-80b7-481f-a41c-acf6495dd1e6 · outbound

This paper cites Context Encoders: Feature Learning by Inpainting.

ChartM$^3$: Benchmarking Chart Editing with Multimodal Instructions Context Encoders: Feature Learning by Inpainting

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T18:00:46.454083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7a6a314-cfec-4504-94b9-da072434bf57 · outbound

This paper cites Text2Chart31: Instruction Tuning for Chart Generation with Automatic Feedback.

ChartM$^3$: Benchmarking Chart Editing with Multimodal Instructions Text2Chart31: Instruction Tuning for Chart Generation with Automatic Feedback

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T18:00:46.458826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6dfa0d6-7a24-4f07-b994-60a80a31d73a · outbound

This paper cites Emu Edit: Precise Image Editing via Recognition and Generation Tasks.

ChartM$^3$: Benchmarking Chart Editing with Multimodal Instructions Emu Edit: Precise Image Editing via Recognition and Generation Tasks

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T18:00:46.463446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f20d0ee3-b735-4a8f-a05d-ff96e4ff5e73 · outbound

This paper cites DragDiffusion: Harnessing Diffusion Models for Interactive Point-based Image Editing.

ChartM$^3$: Benchmarking Chart Editing with Multimodal Instructions DragDiffusion: Harnessing Diffusion Models for Interactive Point-based Image Editing

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T18:00:46.467761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30c07e87-9f58-4850-9482-6baedb0077e4 · outbound

This paper cites Weiss, Niru Maheswaranathan, and Surya Ganguli.

ChartM$^3$: Benchmarking Chart Editing with Multimodal Instructions Weiss, Niru Maheswaranathan, and Surya Ganguli

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T18:00:46.471945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb245e7f-c3ab-4b05-8acb-cd794d313ed9 · outbound

This paper cites RefChartQA: Grounding Visual Answer on Chart Images through Instruction Tuning.

ChartM$^3$: Benchmarking Chart Editing with Multimodal Instructions RefChartQA: Grounding Visual Answer on Chart Images through Instruction Tuning

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T18:00:46.481008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 598e6f09-7ee7-4cbd-b6f1-c781e4a9ba83 · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

ChartM$^3$: Benchmarking Chart Editing with Multimodal Instructions Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T18:00:46.485681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be98bb85-17a8-41fb-9864-39e9d8ac5927 · outbound

This paper cites Bovik, H.R.

ChartM$^3$: Benchmarking Chart Editing with Multimodal Instructions Bovik, H.R

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T18:00:46.490507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c856420f-0375-4530-bb92-9893575ac663 · outbound

This paper cites LLaVA-UHD: an LMM Perceiving Any Aspect Ratio and High-Resolution Images.

ChartM$^3$: Benchmarking Chart Editing with Multimodal Instructions LLaVA-UHD: an LMM Perceiving Any Aspect Ratio and High-Resolution Images

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T18:00:46.494815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0488ee90-78d2-4e01-8e8b-a07634013747 · outbound

This paper cites an unresolved cited work.

ChartM$^3$: Benchmarking Chart Editing with Multimodal Instructions Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:00:47.192967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 71642af3-d4a1-4ec3-a8fd-59e3fd5eb0d1 · outbound

This paper cites ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation.

ChartM$^3$: Benchmarking Chart Editing with Multimodal Instructions ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T18:00:46.508467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c07f4a02-dd6b-4764-876f-a433b86bcbc5 · outbound

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

ChartM$^3$: Benchmarking Chart Editing with Multimodal Instructions ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T18:00:46.513101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48e11dfb-f0d8-466a-9f48-9a25f2b06bb7 · outbound

This paper cites Deep Unsupervised Learning using Nonequilibrium Thermodynamics.

ChartM$^3$: Benchmarking Chart Editing with Multimodal Instructions Deep Unsupervised Learning using Nonequilibrium Thermodynamics

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-15T18:00:46.476068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a643a6a7-bbc1-4d56-b0f2-43ba0c4e0677 · outbound

This paper cites ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning.

ChartM$^3$: Benchmarking Chart Editing with Multimodal Instructions ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-15T18:00:46.436387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8510235-5944-45c9-8f27-b33cb302a95d · outbound

This paper cites ChartReformer: Natural Language-Driven Chart Image Editing.

ChartM$^3$: Benchmarking Chart Editing with Multimodal Instructions ChartReformer: Natural Language-Driven Chart Image Editing

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-15T18:00:46.503707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.