Cover Image

MMSci: A Dataset for Graduate-Level Multi-Discipline Multimodal Scientific Understanding

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Zekun, Yang, Xianjun, Choi, Kyuri, Zhu, Wanrong, Hsieh, Ryan, Kim, HyeonJung, Lim, Jin Hyuk, Ji, Sungyoung, Lee, Byungju, Yan, Xifeng, Petzold, Linda Ruth, Wilson, Stephen D., Lim, Woosang, Wang, William Yang
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Artificial Intelligence Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

MacRAG: Compress, Slice, and Scale-up for Multi-Scale Adaptive Context RAG
by: Lim, Woosang, et al.
Published: (2025)

Quokka: An Open-source Large Language Model ChatBot for Material Science
by: Yang, Xianjun, et al.
Published: (2024)

Lithium Localization by Anions in Argyrodite Solid Electrolytes from Machine‐Learning‐based Simulations
by: Hyun‐Jae Lee, et al.
Published: (2024)

AlpaCare:Instruction-tuned Large Language Models for Medical Application
by: Zhang, Xinlu, et al.
Published: (2023)

Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting
by: Zhang, Xinlu, et al.
Published: (2023)

MMSciBench: Benchmarking Language Models on Chinese Multimodal Scientific Problems
by: Ye, Xinwu, et al.
Published: (2025)

EntropyCache: Decoded Token Entropy Guided KV Caching for Diffusion Language Models
by: Cheong, Minsoo, et al.
Published: (2026)

Unveiling the Impact of Coding Data Instruction Fine-Tuning on Large Language Models Reasoning
by: Zhang, Xinlu, et al.
Published: (2024)

Many-Turn Jailbreaking
by: Yang, Xianjun, et al.
Published: (2025)

Rotate, Clip, and Partition: Towards W2A4KV4 Quantization by Integrating Rotation and Learnable Non-uniform Quantizer
by: Choi, Euntae, et al.
Published: (2025)

Grouped Sequency-arranged Rotation: Optimizing Rotation Transformation for Quantization for Free
by: Choi, Euntae, et al.
Published: (2025)

SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines
by: P Team, et al.
Published: (2025)

Adaptive Finite State Projection with Quantile-Based Pruning for Solving the Chemical Master Equation
by: Dendukuri, Aditya, et al.
Published: (2025)

Flux-Preserving Adaptive Finite State Projection for Multiscale Stochastic Reaction Networks
by: Dendukuri, Aditya, et al.
Published: (2025)

Language Models Don't Learn the Physical Manifestation of Language
by: Lee, Bruce W., et al.
Published: (2024)

Training Stiff Neural Ordinary Differential Equations with Implicit Single-Step Methods
by: Fronk, Colby, et al.
Published: (2024)

Training Stiff Neural Ordinary Differential Equations with Explicit Exponential Integration Methods
by: Fronk, Colby, et al.
Published: (2024)

A Survey on Large Language Models for Critical Societal Domains: Finance, Healthcare, and Law
by: Chen, Zhiyu Zoey, et al.
Published: (2024)

Graph Neural Network Based Beamforming and RIS Reflection Design in A Multi-RIS Assisted Wireless Network
by: Lim, Byungju, et al.
Published: (2025)

SocraticKG: Knowledge Graph Construction via QA-Driven Fact Extraction
by: Choi, Sanghyeok, et al.
Published: (2026)

Rethinking Layer Redundancy: Calibration Matters More Than Search in LLM Depth Pruning
by: Kim, Minkyu, et al.
Published: (2026)

Surface Defect Detection with Gabor Filter Using Reconstruction-Based Blurring U-Net-ViT
by: Si, Jongwook, et al.
Published: (2025)

Satellite Image Utilization for Dehazing with Swin Transformer-Hybrid U-Net and Watershed loss
by: Si, Jongwook, et al.
Published: (2025)

SciReasoner: Laying the Scientific Reasoning Ground Across Disciplines
by: Wang, Yizhou, et al.
Published: (2025)

Analyzing Bias in False Refusal Behavior of Large Language Models for Hate Speech Detoxification
by: Im, Kyuri, et al.
Published: (2026)

WildSci: Advancing Scientific Reasoning from In-the-Wild Literature
by: Liu, Tengxiao, et al.
Published: (2026)

Efficient and Scalable Estimation of Tool Representations in Vector Space
by: Moon, Suhong, et al.
Published: (2024)

Retrieval-Augmented Natural Language Reasoning for Explainable Visual Question Answering
by: Lim, Su Hyeon, et al.
Published: (2024)

Single Image Rain Streak Removal Using Harris Corner Loss and R-CBAM Network
by: Si, Jongwook, et al.
Published: (2025)

The Art of Audience Engagement: LLM-Based Thin-Slicing of Scientific Talks
by: Schmälzle, Ralf, et al.
Published: (2025)

MHSafeEval: Role-Aware Interaction-Level Evaluation of Mental Health Safety in Large Language Models
by: Lee, Suhyun, et al.
Published: (2026)

MMVU: Measuring Expert-Level Multi-Discipline Video Understanding
by: Zhao, Yilun, et al.
Published: (2025)

Exploring Fast and Flexible Zero‐Shot Low‐Light Image/Video Enhancement
by: Xianjun Han, et al.
Published: (2024)

Real-time physics-informed reconstruction of transient fields using sensor guidance and higher-order time differentiation
by: Noh, Hong-Kyun, et al.
Published: (2025)

SMF-VO: Direct Ego-Motion Estimation via Sparse Motion Fields
by: Yang, Sangheon, et al.
Published: (2025)

The Atomic Instruction Gap: Instruction-Tuned LLMs Struggle with Simple, Self-Contained Directives
by: Lim, Henry, et al.
Published: (2025)

Multi-Level Barriers to Generative AI Adoption Across Disciplines and Professional Roles in Higher Education
by: Yang, Jianhua, et al.
Published: (2026)

Multi-Agent Q-Learning for Real-Time Load Balancing User Association and Handover in Mobile Networks
by: Alizadeh, Alireza, et al.
Published: (2024)

ADVICE: Answer-Dependent Verbalized Confidence Estimation
by: Seo, Ki Jung, et al.
Published: (2025)

Distance-aware Soft Prompt Learning for Multimodal Valence-Arousal Estimation
by: Jung, Byeongjin, et al.
Published: (2026)