ViCoR: Reliable Molecular Structure Extraction via Spatially Aligned Verification and Executable Revision

arXiv:2609.33603 · cs.CV, cs.AI · Submitted 2026-09-27 · Read on arXiv

cs.CV, cs.AI

Submitted: 2026-09-27

Updated: 2026-09-27

Terminology

• Verification — 66× in this paper · explained in 2 episodes
• Accuracy — 30× in this paper · explained in 1 episode
• Benchmark — 18× in this paper · explained in 2 episodes
• Selective Structure Recognition — 9× in this paper
• Ablation — 6× in this paper · explained in 1 episode
• Accepted Accuracy — 5× in this paper
• Overall Accuracy — 5× in this paper
• Robustness — 5× in this paper · explained in 5 episodes
• Verifier — 5× in this paper · explained in 2 episodes
• Alignment — 4× in this paper · explained in 1 episode
• Transformer — 4× in this paper · explained in 2 episodes
• Fine-Tuning — 3× in this paper · explained in 5 episodes
• Generative AI — 3× in this paper · explained in 2 episodes
• Optical Chemical Structure Recognition — 3× in this paper
• Abstention — 2× in this paper · explained in 1 episode
• Core — 2× in this paper · explained in 2 episodes
• Data Augmentation — 2× in this paper · explained in 7 episodes
• Journal of the American Chemical Society — 2× in this paper
• Vision-Language Model — 2× in this paper
• Ablation study — 1× in this paper · explained in 1 episode
• Adaptation — 1× in this paper · explained in 1 episode
• Consistency — 1× in this paper · explained in 3 episodes
• Downstream Tasks — 1× in this paper · explained in 2 episodes
• Failure Modes — 1× in this paper · explained in 3 episodes
• Grounding — 1× in this paper · explained in 3 episodes
• Hallucination — 1× in this paper · explained in 3 episodes
• Iterative Refinement — 1× in this paper · explained in 3 episodes
• Multi-Agent System — 1× in this paper · explained in 6 episodes
• Reinforcement Learning — 1× in this paper · explained in 4 episodes
• Vision-Language Model (VLM) — 1× in this paper · explained in 3 episodes
• Vision-language models — 1× in this paper · explained in 2 episodes

Sources

• Qwen2.5-VL Technical Report
• Towards Large-scale Chemical Reaction Image Parsing via a Multimodal Large Language Model
• A Multi-Agent System Enables Versatile Information Extraction from the Chemical Literature
• YOLOv11: An Overview of the Key Architectural Enhancements
• RxnCaption: Reformulating Reaction Diagram Parsing as Visual Prompt Guided Captioning
• Qwen3 Technical Report

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