:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Xu, Qiang, Bai, Shengyuan, Wang, Yu, Cao, He, Chen, Leqing, Liu, Yuanyuan, Feng, Bin, Liu, Zijing, Li, Yu
Format:	Preprint
Published:	2026
Subjects:	Artificial Intelligence
Online Access:	https://arxiv.org/abs/2604.15994
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

ChemLabs on ChemO: A Multi-Agent System for Multimodal Reasoning on IChO 2025
by: Xu, Qiang, et al.
Published: (2025)

Mozi: Governed Autonomy for Drug Discovery LLM Agents
by: Cao, He, et al.
Published: (2026)

ReactBench: A Cause-Driven Benchmark for Multimodal Hallucination via Systematic Evaluation
by: Zhou, Shizhe, et al.
Published: (2026)

MoleculeQA: A Dataset to Evaluate Factual Accuracy in Molecular Comprehension
by: Lu, Xingyu, et al.
Published: (2024)

MileBench: Benchmarking MLLMs in Long Context
by: Song, Dingjie, et al.
Published: (2024)

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension
by: Ouyang, Kun, et al.
Published: (2024)

MME-Reasoning: A Comprehensive Benchmark for Logical Reasoning in MLLMs
by: Yuan, Jiakang, et al.
Published: (2025)

Cube Bench: A Benchmark for Spatial Visual Reasoning in MLLMs
by: Anand, Dhruv, et al.
Published: (2025)

Hologram Reasoning for Solving Algebra Problems with Geometry Diagrams
by: Huang, Litian, et al.
Published: (2024)

MorphoBench: A Benchmark with Difficulty Adaptive to Model Reasoning
by: Wang, Xukai, et al.
Published: (2025)

AgentRecBench: Benchmarking LLM Agent-based Personalized Recommender Systems
by: Shang, Yu, et al.
Published: (2025)

ChemVA: Advancing Large Language Models on Chemical Reaction Diagrams Understanding
by: Rao, Mingyang, et al.
Published: (2026)

$A^3$-Bench: Benchmarking Memory-Driven Scientific Reasoning via Anchor and Attractor Activation
by: Zhang, Jian, et al.
Published: (2026)

ReactZyme: A Benchmark for Enzyme-Reaction Prediction
by: Hua, Chenqing, et al.
Published: (2024)

Efficient Antibody Structure Refinement Using Energy-Guided SE(3) Flow Matching
by: Zhang, Jiying, et al.
Published: (2024)

CSR-Bench: A Benchmark for Evaluating the Cross-modal Safety and Reliability of MLLMs
by: Liu, Yuxuan, et al.
Published: (2026)

Beyond Chemical QA: Evaluating LLM's Chemical Reasoning with Modular Chemical Operations
by: Li, Hao, et al.
Published: (2025)

MolRecBench-Wild: A Real-World Benchmark for Optical Chemical Structure Recognition
by: Yang, Haote, et al.
Published: (2026)

1D-Bench: A Benchmark for Iterative UI Code Generation with Visual Feedback in Real-World
by: Xu, Qiao, et al.
Published: (2026)

BioMD: All-atom Generative Model for Biomolecular Dynamics Simulation
by: Feng, Bin, et al.
Published: (2025)

TopoBench: Benchmarking LLMs on Hard Topological Reasoning
by: Maniparambil, Mayug, et al.
Published: (2026)

Rethinking Text-based Protein Understanding: Retrieval or LLM?
by: Wu, Juntong, et al.
Published: (2025)

From Static Structures to Ensembles: Studying and Harnessing Protein Structure Tokenization
by: Liu, Zijing, et al.
Published: (2025)

HumanEval-V: Benchmarking High-Level Visual Reasoning with Complex Diagrams in Coding Tasks
by: Zhang, Fengji, et al.
Published: (2024)

FairReason: Balancing Reasoning and Social Bias in MLLMs
by: Pan, Zhenyu, et al.
Published: (2025)

EgoCoT-Bench: Benchmarking Grounded and Verifiable Operation-Centric Chain of Thought Reasoning for MLLMs
by: Dai, Yang, et al.
Published: (2026)

Evaluating MLLMs with Multimodal Multi-image Reasoning Benchmark
by: Cheng, Ziming, et al.
Published: (2025)

TCC-Bench: Benchmarking the Traditional Chinese Culture Understanding Capabilities of MLLMs
by: Xu, Pengju, et al.
Published: (2025)

InstructMol: Multi-Modal Integration for Building a Versatile and Reliable Molecular Assistant in Drug Discovery
by: Cao, He, et al.
Published: (2023)

E-React: Towards Emotionally Controlled Synthesis of Human Reactions
by: Zhu, Chen, et al.
Published: (2025)

Not Search, But Scan: Benchmarking MLLMs on Scan-Oriented Academic Paper Reasoning
by: Li, Rongjin, et al.
Published: (2026)

Dynamic Guided and Domain Applicable Safeguards for Enhanced Security in Large Language Models
by: Luo, Weidi, et al.
Published: (2024)

How to Detect and Defeat Molecular Mirage: A Metric-Driven Benchmark for Hallucination in LLM-based Molecular Comprehension
by: Li, Hao, et al.
Published: (2025)

ControlMol: Adding Substructure Control To Molecule Diffusion Models
by: Zhengyang, Qi, et al.
Published: (2024)

OmniVideoBench: Towards Audio-Visual Understanding Evaluation for Omni MLLMs
by: Li, Caorui, et al.
Published: (2025)

Redundancy Principles for MLLMs Benchmarks
by: Zhang, Zicheng, et al.
Published: (2025)

Agentic reinforcement learning empowers next-generation chemical language models for molecular design and synthesis
by: Li, Hao, et al.
Published: (2026)

DW-Bench: Benchmarking LLMs on Data Warehouse Graph Topology Reasoning
by: Ahmed, Ahmed G. A. H, et al.
Published: (2026)

MSEarth: A Multimodal Benchmark for Earth Science Phenomenon Discovery with MLLMs
by: Zhao, Xiangyu, et al.
Published: (2025)

CrossCult-KIBench: A Benchmark for Cross-Cultural Knowledge Insertion in MLLMs
by: Zeng, Zhen, et al.
Published: (2026)