Image de couverture de livre

EmoBench-M: Benchmarking Emotional Intelligence for Multimodal Large Language Models

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Hu, He, You, Lianzhong, Xu, Hongbo, Wang, Qianning, Yu, Fei Richard, Ma, Fei, Cheng, Zebang, Lian, Zheng, Zhou, Yucheng, Cui, Laizhong
Format:	Preprint
Publié:	2025
Sujets:	Computation and Language Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

EmoTrans: A Benchmark for Understanding, Reasoning, and Predicting Emotion Transitions in Multimodal LLMs
par: Hu, He, et autres
Publié: (2026)

EmoBench: Evaluating the Emotional Intelligence of Large Language Models
par: Sabour, Sahand, et autres
Publié: (2024)

EmoBench-UA: A Benchmark Dataset for Emotion Detection in Ukrainian
par: Dementieva, Daryna, et autres
Publié: (2025)

TheraMind: A Strategic and Adaptive Agent for Longitudinal Psychological Counseling
par: Hu, He, et autres
Publié: (2025)

Beyond Empathy: Integrating Diagnostic and Therapeutic Reasoning with Large Language Models for Mental Health Counseling
par: Hu, He, et autres
Publié: (2025)

EmoPrefer: Can Large Language Models Understand Human Emotion Preferences?
par: Lian, Zheng, et autres
Publié: (2025)

MemoryMamba: Memory-Augmented State Space Model for Defect Recognition
par: Wang, Qianning, et autres
Publié: (2024)

ComplexBench-Edit: Benchmarking Complex Instruction-Driven Image Editing via Compositional Dependencies
par: Wang, Chenglin, et autres
Publié: (2025)

MME-Emotion: A Holistic Evaluation Benchmark for Emotional Intelligence in Multimodal Large Language Models
par: Zhang, Fan, et autres
Publié: (2025)

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation
par: Zhou, Yucheng, et autres
Publié: (2025)

Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning
par: Cheng, Zebang, et autres
Publié: (2024)

Emotion-LLaMAv2 and MMEVerse: A New Framework and Benchmark for Multimodal Emotion Understanding
par: Peng, Xiaojiang, et autres
Publié: (2026)

MER 2026: From Discriminative Emotion Recognition to Generative Emotion Understanding
par: Lian, Zheng, et autres
Publié: (2026)

AffectGPT: A New Dataset, Model, and Benchmark for Emotion Understanding with Multimodal Large Language Models
par: Lian, Zheng, et autres
Publié: (2025)

Visual In-Context Learning for Large Vision-Language Models
par: Zhou, Yucheng, et autres
Publié: (2024)

Nano-EmoX: Unifying Multimodal Emotional Intelligence from Perception to Empathy
par: Huang, Jiahao, et autres
Publié: (2026)

VoxEmo: Benchmarking Speech Emotion Recognition with Speech LLMs
par: Zhang, Hezhao, et autres
Publié: (2026)

EQ-Bench: An Emotional Intelligence Benchmark for Large Language Models
par: Paech, Samuel J.
Publié: (2023)

EmoTransCap: Dataset and Pipeline for Emotion Transition-Aware Speech Captioning in Discourses
par: Xu, Shuhao, et autres
Publié: (2026)

EmoLLM: Multimodal Emotional Understanding Meets Large Language Models
par: Yang, Qu, et autres
Publié: (2024)

EmoBox: Multilingual Multi-corpus Speech Emotion Recognition Toolkit and Benchmark
par: Ma, Ziyang, et autres
Publié: (2024)

EmoMM: Benchmarking and Steering MLLM for Multimodal Emotion Recognition under Conflict and Missingness
par: Sun, Yueru, et autres
Publié: (2026)

EmoS: A High-Fidelity Multimodal Benchmark for Fine-grained Streaming Emotional Understanding
par: Guo, Pengze, et autres
Publié: (2026)

MULTI-Bench: A Multi-Turn Interactive Benchmark for Assessing Emotional Intelligence ability of Spoken Dialogue Models
par: Deng, Yayue, et autres
Publié: (2025)

NUS-Emo at SemEval-2024 Task 3: Instruction-Tuning LLM for Multimodal Emotion-Cause Analysis in Conversations
par: Luo, Meng, et autres
Publié: (2024)

EmoVerse: Exploring Multimodal Large Language Models for Sentiment and Emotion Understanding
par: Li, Ao, et autres
Publié: (2024)

EmoVid: A Multimodal Emotion Video Dataset for Emotion-Centric Video Understanding and Generation
par: Qiu, Zongyang, et autres
Publié: (2025)

InsectMamba: Insect Pest Classification with State Space Model
par: Wang, Qianning, et autres
Publié: (2024)

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models
par: Chen, Tianwei, et autres
Publié: (2026)

Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models
par: Lin, Yuxiang, et autres
Publié: (2025)

Generative Technology for Human Emotion Recognition: A Scope Review
par: Ma, Fei, et autres
Publié: (2024)

MIPS at SemEval-2024 Task 3: Multimodal Emotion-Cause Pair Extraction in Conversations with Multimodal Language Models
par: Cheng, Zebang, et autres
Publié: (2024)

SZTU-CMU at MER2024: Improving Emotion-LLaMA with Conv-Attention for Multimodal Emotion Recognition
par: Cheng, Zebang, et autres
Publié: (2024)

Emo-bias: A Large Scale Evaluation of Social Bias on Speech Emotion Recognition
par: Lin, Yi-Cheng, et autres
Publié: (2024)

Nüwa: Mending the Spatial Integrity Torn by VLM Token Pruning
par: Huang, Yihong, et autres
Publié: (2026)

EmoNet-Face: An Expert-Annotated Benchmark for Synthetic Emotion Recognition
par: Schuhmann, Christoph, et autres
Publié: (2025)

Market-Bench: Benchmarking Large Language Models on Economic and Trade Competition
par: Zheng, Yushuo, et autres
Publié: (2026)

EmoAssist: Emotional Assistant for Visual Impairment Community
par: Qi, Xingyu, et autres
Publié: (2025)

EmoAttack: Emotion-to-Image Diffusion Models for Emotional Backdoor Generation
par: Wei, Tianyu, et autres
Publié: (2024)

ENC-Bench: A Benchmark for Evaluating Multimodal Large Language Models in Electronic Navigational Chart Understanding
par: Cheng, Ao, et autres
Publié: (2026)