Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
ChartBench: A Benchmark for Complex Visual Reasoning in Charts
As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 29 inbound Pith citation observations for arXiv:2312.15915.
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 2026-08-13T06:32:02.005865+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-12T19:39:33.287092Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation b6cbd4d3-6ec5-4307-be77-0ae80c12a236 · inbound
Rethinking Comprehensive Benchmark for Chart Understanding: A Perspective from Scientific Literature cites this paper.
Rethinking Comprehensive Benchmark for Chart Understanding: A Perspective from Scientific Literature ChartBench: A Benchmark for Complex Visual Reasoning in Charts
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T18:19:03.972416Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1aaeb0fe-6244-4c6d-a47e-db7ef6cde11b · inbound
CHART-6: Human-Centered Evaluation of Data Visualization Understanding in Vision-Language Models cites this paper.
CHART-6: Human-Centered Evaluation of Data Visualization Understanding in Vision-Language Models ChartBench: A Benchmark for Complex Visual Reasoning in Charts
Reference 83
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:54:02.410086Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a70cd214-14be-4f27-af25-aaf3dd07d992 · inbound
ChartSketcher: Reasoning with Multimodal Feedback and Reflection for Chart Understanding cites this paper.
ChartSketcher: Reasoning with Multimodal Feedback and Reflection for Chart Understanding ChartBench: A Benchmark for Complex Visual Reasoning in Charts
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:25:56.689117Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fce2bed4-351d-4a5a-9b2d-e62a9c9ad2f0 · inbound
SridBench: Benchmark of Scientific Research Illustration Drawing of Image Generation Model cites this paper.
SridBench: Benchmark of Scientific Research Illustration Drawing of Image Generation Model ChartBench: A Benchmark for Complex Visual Reasoning in Charts
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:19:04.840580Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27811fad-dc02-41ba-b406-3192b30668f2 · inbound
Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics cites this paper.
Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics ChartBench: A Benchmark for Complex Visual Reasoning in Charts
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:42:47.861300Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ee7b07b-56ff-4d14-bb91-6822defa8d9e · inbound
VReST: Enhancing Reasoning in Large Vision-Language Models through Tree Search and Self-Reward Mechanism cites this paper.
VReST: Enhancing Reasoning in Large Vision-Language Models through Tree Search and Self-Reward Mechanism ChartBench: A Benchmark for Complex Visual Reasoning in Charts
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:09:22.590714Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation beb9c136-0a79-4fab-a14c-a513f344289f · inbound
ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts cites this paper.
ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts ChartBench: A Benchmark for Complex Visual Reasoning in Charts
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:09:14.210954Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 752c607c-89f5-4eda-9e8b-7bc591125eee · inbound
Argus Inspection: Do Multimodal Large Language Models Possess the Eye of Panoptes? cites this paper.
Argus Inspection: Do Multimodal Large Language Models Possess the Eye of Panoptes? ChartBench: A Benchmark for Complex Visual Reasoning in Charts
Reference 68
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:19:04.385356Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5abc69fc-fd2d-4307-aa5a-84377c948c3f · inbound
UniGlyph: Unified Segmentation-Conditioned Diffusion for Precise Visual Text Synthesis cites this paper.
UniGlyph: Unified Segmentation-Conditioned Diffusion for Precise Visual Text Synthesis ChartBench: A Benchmark for Complex Visual Reasoning in Charts
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T21:07:44.147943Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3673d765-d3fa-41ad-b563-767956319a56 · inbound
In-Depth and In-Breadth: Pre-training Multimodal Language Models Customized for Comprehensive Chart Understanding cites this paper.
In-Depth and In-Breadth: Pre-training Multimodal Language Models Customized for Comprehensive Chart Understanding ChartBench: A Benchmark for Complex Visual Reasoning in Charts
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:14:08.926753Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 640655af-b76b-428e-a42f-11521db46978 · inbound
FinChart-Bench: Benchmarking Financial Chart Comprehension in Vision-Language Models cites this paper.
FinChart-Bench: Benchmarking Financial Chart Comprehension in Vision-Language Models ChartBench: A Benchmark for Complex Visual Reasoning in Charts
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:52:14.963309Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a2380cf-24f9-41bb-b774-3c0eac4a7060 · inbound
ChartGen: Scaling Chart Understanding Via Code-Guided Synthetic Chart Generation cites this paper.
ChartGen: Scaling Chart Understanding Via Code-Guided Synthetic Chart Generation ChartBench: A Benchmark for Complex Visual Reasoning in Charts
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:10:19.284000Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b732d07f-6157-4c53-befa-bb34d23b15d8 · inbound
Evaluating LLMs for Visualization Generation and Understanding cites this paper.
Evaluating LLMs for Visualization Generation and Understanding ChartBench: A Benchmark for Complex Visual Reasoning in Charts
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:39:46.199039Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9df2aaa9-6feb-4585-911f-e7ac5e13e241 · inbound
ChartCap: Mitigating Hallucination of Dense Chart Captioning cites this paper.
ChartCap: Mitigating Hallucination of Dense Chart Captioning ChartBench: A Benchmark for Complex Visual Reasoning in Charts
Reference 59
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T04:43:40.497396Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 116a9cea-daa8-4a43-b063-6722c97d28db · inbound
Adaptive Sparse Softmax: An Effective and Efficient Softmax Variant cites this paper.
Adaptive Sparse Softmax: An Effective and Efficient Softmax Variant ChartBench: A Benchmark for Complex Visual Reasoning in Charts
Reference 59
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T04:41:38.147919Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 80c655c6-1177-4398-9b74-cacc31188f30 · inbound
Visual Programmability: A Guide for Code-as-Thought in Chart Understanding cites this paper.
Visual Programmability: A Guide for Code-as-Thought in Chart Understanding ChartBench: A Benchmark for Complex Visual Reasoning in Charts
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T19:27:20.998030Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 59666d13-f250-4fc8-b6ad-eb5173f680f8 · inbound
CycleChart: A Unified Consistency-Based Learning Framework for Bidirectional Chart Understanding and Generation cites this paper.
CycleChart: A Unified Consistency-Based Learning Framework for Bidirectional Chart Understanding and Generation ChartBench: A Benchmark for Complex Visual Reasoning in Charts
Reference 42
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T20:53:31.168748Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e5274ddc-640e-4f86-817f-c1817773ad88 · inbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch cites this paper.
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch ChartBench: A Benchmark for Complex Visual Reasoning in Charts
Reference 43
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T13:12:54.829509Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation b2236dc6-b0ba-4a3c-8291-d5eda5c48e8c · inbound
PlotChain: Deterministic Checkpointed Evaluation of Multimodal LLMs on Engineering Plot Reading cites this paper.
PlotChain: Deterministic Checkpointed Evaluation of Multimodal LLMs on Engineering Plot Reading ChartBench: A Benchmark for Complex Visual Reasoning in Charts
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T10:27:44.666067Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f767ffb1-1593-43e9-b830-36360a5eb7ab · inbound
CharTool: Tool-Integrated Visual Reasoning for Chart Understanding cites this paper.
CharTool: Tool-Integrated Visual Reasoning for Chart Understanding ChartBench: A Benchmark for Complex Visual Reasoning in Charts
Reference 55
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T20:08:12.328096Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 4bc960dc-ead7-4e8e-97bc-5596e0ae42db · inbound
MM-JudgeBias: A Benchmark for Evaluating Compositional Biases in MLLM-as-a-Judge cites this paper.
MM-JudgeBias: A Benchmark for Evaluating Compositional Biases in MLLM-as-a-Judge ChartBench: A Benchmark for Complex Visual Reasoning in Charts
Reference 6
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T11:30:19.414617Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f9b95ab4-8404-410a-8084-ed4adb605f50 · inbound
Chart-FR1: Visual Focus-Driven Fine-Grained Reasoning on Dense Charts cites this paper.
Chart-FR1: Visual Focus-Driven Fine-Grained Reasoning on Dense Charts ChartBench: A Benchmark for Complex Visual Reasoning in Charts
Reference 42
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T09:16:03.021079Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f0bed836-5d9f-46b1-ae5d-162fe9fb38e7 · inbound
FinDocMRE: A Benchmark for Document-Level Financial Multimodal Reasoning Evaluation cites this paper.
FinDocMRE: A Benchmark for Document-Level Financial Multimodal Reasoning Evaluation ChartBench: A Benchmark for Complex Visual Reasoning in Charts
Reference 22
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T00:32:54.585996Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation da403635-dc9e-4aa6-9ecd-9e0d26944d44 · inbound
CrystalXRD-Bench: Benchmarking Vision-Language Models for XRD Peak Indexing Across Diverse Crystalline Materials cites this paper.
CrystalXRD-Bench: Benchmarking Vision-Language Models for XRD Peak Indexing Across Diverse Crystalline Materials ChartBench: A Benchmark for Complex Visual Reasoning in Charts
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-06-29T07:33:13.929214Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c175d837-aadf-45bb-8c60-3fc1b9ad5e2d · inbound
Attention-guided Fine-tuning of Multimodal Large Language Models Improves Chain-of-Thought Reasoning cites this paper.
Attention-guided Fine-tuning of Multimodal Large Language Models Improves Chain-of-Thought Reasoning ChartBench: A Benchmark for Complex Visual Reasoning in Charts
Reference 19
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T22:06:16.665179Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 5b3084ca-a299-41f4-b222-462db5d373c2 · inbound
Making Multimodal LLMs Reliable Chart Data Extractors: A Benchmark and Training Framework cites this paper.
Making Multimodal LLMs Reliable Chart Data Extractors: A Benchmark and Training Framework ChartBench: A Benchmark for Complex Visual Reasoning in Charts
Reference 76
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-30T05:34:20.081396Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation b5d8af79-d49a-4f82-8976-6e3f32b1a7f4 · inbound
MV-Bench: Benchmarking Multimodal Large Language Models for Coordinated Multi-View Interface Construction cites this paper.
MV-Bench: Benchmarking Multimodal Large Language Models for Coordinated Multi-View Interface Construction ChartBench: A Benchmark for Complex Visual Reasoning in Charts
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T11:24:51.531894Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9be1a9aa-0bef-412f-bb90-44d8d1bceb92 · inbound
LongChart VQA: A Comprehensive Benchmark for MLLMs with Complex Multi-Chart Reasoning cites this paper.
LongChart VQA: A Comprehensive Benchmark for MLLMs with Complex Multi-Chart Reasoning ChartBench: A Benchmark for Complex Visual Reasoning in Charts
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T00:22:53.786797Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a5d904cb-1536-4303-904e-ebe7027bee7d · inbound
Chartography: A Benchmark for Professional Chart Understanding cites this paper.
Chartography: A Benchmark for Professional Chart Understanding ChartBench: A Benchmark for Complex Visual Reasoning in Charts
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T19:39:33.287092Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.