Chart Understanding papers, 2023–2026
Chart QA
Scope: NeurIPS, ICLR, ICML and CVPR, 2023–2026. 8 papers are tagged with this topic.
Key findings
- Chart Understanding barely existed at these four venues in 2023 and reached 5 papers by 2026.
- ICLR publishes the most Chart Understanding work: 3 papers from 2023 to 2026, 38% of the four-venue total.
- Among the 5 topics under Document and Layout, it ranks #4 by 2026 paper count.
Papers per venue
Counts by year and venue
| Year | NeurIPS | ICLR | ICML | CVPR | Total |
|---|---|---|---|---|---|
| 2023 | 0 | 0 | 0 | 0 | 0 |
| 2024 | 1 | 0 | 0 | 0 | 1 |
| 2025 | 1 | 1 | 0 | 0 | 2 |
| 2026 | 0 | 2 | 0 | 3 | 5 |
Representative papers
Spread across years and venues so every edition shows up
- ICLR 2026Chart Deep Research in LVLMs via Parallel Relative Policy Optimization
- CVPR 2026ChartNet A Million-Scale High-Quality Multimodal Dataset for Robust Chart Understanding
- NeurIPS 2025We Should Chart an Atlas of All the World's Models
- ICLR 2025ChartMoE: Mixture of Diversely Aligned Expert Connector for Chart Understanding
- NeurIPS 2024CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs
- ICLR 2026Composition-Grounded Instruction Synthesis for Visual Reasoning
- CVPR 2026SketchVL Policy Optimization via Fine-Grained Credit Assignment for Chart Understanding
- CVPR 2026Chart-FR1 Visual Focus-Driven Fine-Grained Reasoning on Dense Charts
All Chart Understanding papers
3 papers, page 1 of 1
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FAQ
- How many Chart Understanding papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?
- 8 in total: 0 in 2023, 1 in 2024, 2 in 2025, 5 in 2026.
- How many Chart Understanding papers are at NeurIPS 2025?
- NeurIPS 2025 has 1 Chart Understanding papers, versus 1 the year before.
- How many Chart Understanding papers are at ICLR 2026?
- ICLR 2026 has 2 Chart Understanding papers, versus 1 the year before.
- How many Chart Understanding papers are at CVPR 2026?
- CVPR 2026 has 3 Chart Understanding papers.
- Which conference publishes the most Chart Understanding papers?
- ICLR, with 3 papers from 2023 to 2026.