From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models Paper • 2403.12027 • Published Mar 18, 2024 • 1
Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning Paper • 2601.06943 • Published 15 days ago • 206
SPARK: Stepwise Process-Aware Rewards for Reference-Free Reinforcement Learning Paper • 2512.03244 • Published Dec 2, 2025 • 17
TRivia: Self-supervised Fine-tuning of Vision-Language Models for Table Recognition Paper • 2512.01248 • Published Dec 1, 2025 • 11
ChartMuseum: Testing Visual Reasoning Capabilities of Large Vision-Language Models Paper • 2505.13444 • Published May 19, 2025 • 17
ChartM^3: A Multi-Stage Code-Driven Pipeline for Constructing Multi-Dimensional and Multi-Step Visual Reasoning Data in Chart Comprehension Paper • 2511.02415 • Published Nov 4, 2025 • 5