SPARK: Stepwise Process-Aware Rewards for Reference-Free Reinforcement Learning Paper • 2512.03244 • Published Dec 2, 2025 • 16
TRivia: Self-supervised Fine-tuning of Vision-Language Models for Table Recognition Paper • 2512.01248 • Published Dec 1, 2025 • 9
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 • 4