ChartDensity-Bench: Benchmarking MLLMs for Numerical Data Reconstruction under Visual Density
cs.LG, cs.AI
Submitted: 2026-09-30
Updated: 2026-09-30
Code: https://github.com/ISSAIR/ChartDensity-Bench
Terminology
Sources
- GPT-4 Technical Report
- Qwen3-VL Technical Report
- GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning
- Making Multimodal LLMs Reliable Chart Data Extractors: A Benchmark and Training Framework
- LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context Inference
- RAVE: Re-Allocating Visual Attention in Large Multimodal Models
- OCRBench: On the Hidden Mystery of OCR in Large Multimodal Models
- Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution
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