Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T20:48:06.599004Z
Paper Citation Record · LEDGER
ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs' Capability via Chart Editing
As of 19 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 4 inbound Pith citation observations for arXiv:2505.11935.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T13:49:54.568714Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-01T14:35:46.691242Z
Reference resolution
16 of 16 outbound references displayed
- verified exact0
- verified fuzzy3
- unresolved13
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 611ba9b2-2753-4c55-ab89-02fd525beeb6 · outbound
This paper cites 4 Instructions are generally fol- lowed, with minor deviations (e.g., small formatting differ- ences).
ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs' Capability via Chart Editing 4 Instructions are generally fol- lowed, with minor deviations (e.g., small formatting differ- ences)
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:48:07.412303Z
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 b14d6943-e327-46be-9388-6d8d6f748d52 · outbound
This paper cites Plot2Code: A Comprehensive Benchmark for Evaluating Multi-modal Large Language Models in Code Generation from Scientific Plots.
ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs' Capability via Chart Editing Plot2Code: A Comprehensive Benchmark for Evaluating Multi-modal Large Language Models in Code Generation from Scientific Plots
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:48:06.482202Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb966512-e4f4-42d4-bdc6-576be8cf1f91 · outbound
This paper cites Once you’ve completed these steps, generate the corresponding Python code.
ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs' Capability via Chart Editing Once you’ve completed these steps, generate the corresponding Python code
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:48:07.283158Z
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 23ad0b53-ca29-4047-91cd-0dd5855511d6 · outbound
This paper cites an unresolved cited work.
ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs' Capability via Chart Editing Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:48:06.841127Z
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 35f2a08e-83a3-4b0c-a3ff-769a7f3a8e05 · outbound
This paper cites 4 Minor unintended changes (e.g., slight font size differences).
ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs' Capability via Chart Editing 4 Minor unintended changes (e.g., slight font size differences)
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:48:07.365155Z
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 27e9c6c8-e786-41ef-a732-7a4aaf900bf4 · outbound
This paper cites an unresolved cited work.
ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs' Capability via Chart Editing Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:48:07.334145Z
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 e4c07831-9fbf-439c-ae4e-d9e15b17a820 · outbound
This paper cites an unresolved cited work.
ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs' Capability via Chart Editing Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:48:07.308214Z
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 030083b6-12b5-4ac1-b7a1-849febb26af5 · outbound
This paper cites an unresolved cited work.
ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs' Capability via Chart Editing Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:48:07.003405Z
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 b698575e-357a-4076-936b-89d2ea5335e5 · outbound
This paper cites an unresolved cited work.
ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs' Capability via Chart Editing Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:48:06.963857Z
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 942f1be7-7b69-4f52-a2cd-8414606573fc · outbound
This paper cites an unresolved cited work.
ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs' Capability via Chart Editing Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:48:06.938375Z
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 daec7766-a9f5-46c0-99b6-7f5bc231155f · outbound
This paper cites an unresolved cited work.
ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs' Capability via Chart Editing Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:48:06.914841Z
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 b578eb47-da32-4ad6-aac3-29c69dc07e92 · outbound
This paper cites an unresolved cited work.
ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs' Capability via Chart Editing Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:48:06.883995Z
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 e3727c61-af88-454c-9a38-060986cdb7d1 · outbound
This paper cites an unresolved cited work.
ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs' Capability via Chart Editing Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:48:06.802386Z
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 6769eefb-a8ca-4aab-9fab-c874e53aa647 · outbound
This paper cites an unresolved cited work.
ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs' Capability via Chart Editing Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:48:06.773352Z
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 4576c901-ceeb-4d7e-9814-259aaf1aba9c · outbound
This paper cites RoboCodeX: Multimodal Code Generation for Robotic Behavior Synthesis.
ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs' Capability via Chart Editing RoboCodeX: Multimodal Code Generation for Robotic Behavior Synthesis
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:48:06.473692Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 840f78a2-5700-4326-bb10-4aca1faee19a · outbound
This paper cites MM-LLMs: Recent Advances in MultiModal Large Language Models.
ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs' Capability via Chart Editing MM-LLMs: Recent Advances in MultiModal Large Language Models
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:48:06.492098Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation e999293a-12eb-40ea-9c19-1f3b83d07a78 · inbound
Information-Theoretic Complementary Prompts for Improved Continual Text Classification cites this paper.
Information-Theoretic Complementary Prompts for Improved Continual Text Classification ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs' Capability via Chart Editing
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:49:54.568714Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ea62312c-52d2-4f14-a451-ba07d99e75c8 · inbound
Enhancing Multimodal Continual Instruction Tuning with BranchLoRA cites this paper.
Enhancing Multimodal Continual Instruction Tuning with BranchLoRA ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs' Capability via Chart Editing
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:09:09.213726Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation feec9705-4938-4c46-8e85-f566bec84ae5 · inbound
Scientific Graphics Program Synthesis via Dual Self-Consistency Reinforcement Learning cites this paper.
Scientific Graphics Program Synthesis via Dual Self-Consistency Reinforcement Learning ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs' Capability via Chart Editing
Reference 56
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T22:30:53.314070Z
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 7823ec60-65f1-4f02-8eb6-776fd3b3a7b7 · inbound
Octopus: History-Free Gradient Orthogonalization for Continual Learning in Multimodal Large Language Models cites this paper.
Octopus: History-Free Gradient Orthogonalization for Continual Learning in Multimodal Large Language Models ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs' Capability via Chart Editing
Reference 71
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T14:35:46.692795Z
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.