Image de couverture de livre

FAM-Bench: A Multimodal Benchmark for Condition-Aware Food-as-Medicine Reasoning

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Mao, Mingyang, Medisetti, Bhargav Rishi, Grover, Utkarsh, Ibrahim, Tanvir, Li, Wenyan, Zhang, Tingting, Lin, Xiaomin
Format:	Preprint
Publié:	2026
Sujets:	Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

RAZOR: Ratio-Aware Layer Editing for Targeted Unlearning in Vision Transformers and Diffusion Models
par: Ranjan, Ravi, et autres
Publié: (2026)

PERSA: Reinforcement Learning for Professor-Style Personalized Feedback with LLMs
par: Ranjan, Ravi, et autres
Publié: (2026)

G-Drift MIA: Membership Inference via Gradient-Induced Feature Drift in LLMs
par: Ranjan, Ravi, et autres
Publié: (2026)

CatRAG: Functor-Guided Structural Debiasing with Retrieval Augmentation for Fair LLMs
par: Ranjan, Ravi, et autres
Publié: (2026)

FeynmanBench: Benchmarking Multimodal LLMs on Diagrammatic Physics Reasoning
par: Wang, Zeyu, et autres
Publié: (2026)

Multi-RAG: A Multimodal Retrieval-Augmented Generation System for Adaptive Video Understanding
par: Mao, Mingyang, et autres
Publié: (2025)

Embodied Foundation Models at the Edge: A Survey of Deployment Constraints and Mitigation Strategies
par: Grover, Utkarsh, et autres
Publié: (2026)

Position: LLMs Must Use Functor-Based and RAG-Driven Bias Mitigation for Fairness
par: Ranjan, Ravi, et autres
Publié: (2026)

WeatherReasonSeg: A Benchmark for Weather-Aware Reasoning Segmentation in Visual Language Models
par: Du, Wanjun, et autres
Publié: (2026)

MorphoBench: A Benchmark with Difficulty Adaptive to Model Reasoning
par: Wang, Xukai, et autres
Publié: (2025)

BilliardPhys-Bench: Benchmarking Physical Reasoning and Visual Dynamics of Multimodal LLMs
par: Wang, Ben, et autres
Publié: (2026)

MDK12-Bench: A Multi-Discipline Benchmark for Evaluating Reasoning in Multimodal Large Language Models
par: Zhou, Pengfei, et autres
Publié: (2025)

AbstentionBench: Reasoning LLMs Fail on Unanswerable Questions
par: Kirichenko, Polina, et autres
Publié: (2025)

PetroBench: A Benchmark for Large Language Models in Petroleum Engineering
par: Wang, Xiang, et autres
Publié: (2026)

ICU-Bench:Benchmarking Continual Unlearning in Multimodal Large Language Models
par: Wang, Yuhang, et autres
Publié: (2026)

SpatialBench: Benchmarking Multimodal Large Language Models for Spatial Cognition
par: Xu, Peiran, et autres
Publié: (2025)

EarthSpatialBench: Benchmarking Spatial Reasoning Capabilities of Multimodal LLMs on Earth Imagery
par: Xu, Zelin, et autres
Publié: (2026)

OmniMatBench: A Human-Calibrated Multimodal Reasoning Benchmark Across 19 Materials Science Subfields
par: Liu, Wanhao, et autres
Publié: (2026)

SciVideoBench: Benchmarking Scientific Video Reasoning in Large Multimodal Models
par: Deng, Andong, et autres
Publié: (2025)

$A^3$-Bench: Benchmarking Memory-Driven Scientific Reasoning via Anchor and Attractor Activation
par: Zhang, Jian, et autres
Publié: (2026)

GamiBench: Evaluating Spatial Reasoning and 2D-to-3D Planning Capabilities of MLLMs with Origami Folding Tasks
par: Spencer, Ryan, et autres
Publié: (2025)

On Path to Multimodal Historical Reasoning: HistBench and HistAgent
par: Qiu, Jiahao, et autres
Publié: (2025)

MMR-Bench: A Comprehensive Benchmark for Multimodal LLM Routing
par: Ma, Haoxuan, et autres
Publié: (2026)

MLLM-CompBench: A Comparative Reasoning Benchmark for Multimodal LLMs
par: Kil, Jihyung, et autres
Publié: (2024)

FinMR: A Knowledge-Intensive Multimodal Benchmark for Advanced Financial Reasoning
par: Deng, Shuangyan, et autres
Publié: (2025)

SUPERChem: A Multimodal Reasoning Benchmark in Chemistry
par: Zhao, Zehua, et autres
Publié: (2025)

CriticBench: Benchmarking LLMs for Critique-Correct Reasoning
par: Lin, Zicheng, et autres
Publié: (2024)

VerifyBench: A Systematic Benchmark for Evaluating Reasoning Verifiers Across Domains
par: Li, Xuzhao, et autres
Publié: (2025)

ConstraintBench: Benchmarking LLM Constraint Reasoning on Direct Optimization
par: Tso, Joseph, et autres
Publié: (2026)

SMH-Bench: Benchmarking LLM Agents for Environment-Grounded Reasoning and Action in Smart Homes
par: Li, Kuan, et autres
Publié: (2026)

CARV: A Diagnostic Benchmark for Compositional Analogical Reasoning in Multimodal LLMs
par: Du, Yongkang, et autres
Publié: (2026)

EgoBench: An Interactive Egocentric Multimodal Benchmark for Tool-Using Agents
par: Liu, Yunqi, et autres
Publié: (2026)

AECV-Bench: Benchmarking Multimodal Models on Architectural and Engineering Drawings Understanding
par: Kondratenko, Aleksei, et autres
Publié: (2026)

PalmBench: A Comprehensive Benchmark of Compressed Large Language Models on Mobile Platforms
par: Li, Yilong, et autres
Publié: (2024)

ERGeoBench:A Comprehensive Benchmark for Embodied Reasoning and Geo-localization in Multimodal Large Language Models
par: Xue, Kaiwen, et autres
Publié: (2026)

M3Retrieve: Benchmarking Multimodal Retrieval for Medicine
par: Acharya, Arkadeep, et autres
Publié: (2025)

GeoGramBench: Benchmarking the Geometric Program Reasoning in Modern LLMs
par: Luo, Shixian, et autres
Publié: (2025)

SymPyBench: A Dynamic Benchmark for Scientific Reasoning with Executable Python Code
par: Imani, Shima, et autres
Publié: (2025)

AJ-Bench: Benchmarking Agent-as-a-Judge for Environment-Aware Evaluation
par: Shi, Wentao, et autres
Publié: (2026)

TopoBench: Benchmarking LLMs on Hard Topological Reasoning
par: Maniparambil, Mayug, et autres
Publié: (2026)