Image de couverture de livre

MMRel: Benchmarking Relation Understanding in Multi-Modal Large Language Models

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Nie, Jiahao, Zhang, Gongjie, An, Wenbin, Xing, Yun, Tan, Yap-Peng, Kot, Alex C., Lu, Shijian
Format:	Preprint
Publié:	2024
Sujets:	Computer Vision and Pattern Recognition
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

E.M.Ground: A Temporal Grounding Vid-LLM with Holistic Event Perception and Matching
par: Nie, Jiahao, et autres
Publié: (2026)

Cross-Domain Few-Shot Segmentation via Multi-view Progressive Adaptation
par: Nie, Jiahao, et autres
Publié: (2026)

Cross-Domain Few-Shot Segmentation via Iterative Support-Query Correspondence Mining
par: Nie, Jiahao, et autres
Publié: (2024)

Boosting SAM for Cross-Domain Few-Shot Segmentation via Conditional Point Sparsification
par: Nie, Jiahao, et autres
Publié: (2026)

Referring Multiple Regions with Large Multimodal Models via Contextual Latent Steering
par: Xing, Yun, et autres
Publié: (2026)

Rewrite Caption Semantics: Bridging Semantic Gaps for Language-Supervised Semantic Segmentation
par: Xing, Yun, et autres
Publié: (2023)

Backdoor Attacks against No-Reference Image Quality Assessment Models via a Scalable Trigger
par: Yu, Yi, et autres
Publié: (2024)

The Curse of Multi-Modalities: Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio
par: Leng, Sicong, et autres
Publié: (2024)

Color Space Learning for Cross-Color Person Re-Identification
par: Nie, Jiahao, et autres
Publié: (2024)

LongHalQA: Long-Context Hallucination Evaluation for MultiModal Large Language Models
par: Qiu, Han, et autres
Publié: (2024)

MTL-UE: Learning to Learn Nothing for Multi-Task Learning
par: Yu, Yi, et autres
Publié: (2025)

STS-Mixer: Spatio-Temporal-Spectral Mixer for 4D Point Cloud Video Understanding
par: Li, Wenhao, et autres
Publié: (2026)

Towards Model Resistant to Transferable Adversarial Examples via Trigger Activation
par: Yu, Yi, et autres
Publié: (2025)

Segment Anything with Multiple Modalities
par: Xiao, Aoran, et autres
Publié: (2024)

Robust and Transferable Backdoor Attacks Against Deep Image Compression With Selective Frequency Prior
par: Yu, Yi, et autres
Publié: (2024)

Empowering Multimodal LLMs with External Tools: A Comprehensive Survey
par: An, Wenbin, et autres
Publié: (2025)

Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention
par: An, Wenbin, et autres
Publié: (2024)

Purify Unlearnable Examples via Rate-Constrained Variational Autoencoders
par: Yu, Yi, et autres
Publié: (2024)

Unlearnable Examples Detection via Iterative Filtering
par: Yu, Yi, et autres
Publié: (2024)

Modeling Continuous Motion for 3D Point Cloud Object Tracking
par: Luo, Zhipeng, et autres
Publié: (2023)

One-Shot Action Recognition via Multi-Scale Spatial-Temporal Skeleton Matching
par: Yang, Siyuan, et autres
Publié: (2023)

Towards Online Multi-Modal Social Interaction Understanding
par: Li, Xinpeng, et autres
Publié: (2025)

IdentiFace: Multi-Modal Iterative Diffusion Framework for Identifiable Suspect Face Generation in Crime Investigations
par: Liu, Weichen, et autres
Publié: (2026)

Boosting Reasoning in Large Multimodal Models via Activation Replay
par: Xing, Yun, et autres
Publié: (2025)

Towards Camera-Robust 3D Localization: Equation-Anchored Tool-Use for MLLMs
par: Jiang, Xueying, et autres
Publié: (2026)

RelationVLM: Making Large Vision-Language Models Understand Visual Relations
par: Huang, Zhipeng, et autres
Publié: (2024)

Efficient Test-Time Adaptation of Vision-Language Models
par: Karmanov, Adilbek, et autres
Publié: (2024)

Slow-Fast Architecture for Video Multi-Modal Large Language Models
par: Shi, Min, et autres
Publié: (2025)

Lumina-DiMOO: An Omni Diffusion Large Language Model for Multi-Modal Generation and Understanding
par: Xin, Yi, et autres
Publié: (2025)

Spatial Preference Rewarding for MLLMs Spatial Understanding
par: Qiu, Han, et autres
Publié: (2025)

MambaTAD: When State-Space Models Meet Long-Range Temporal Action Detection
par: Lu, Hui, et autres
Publié: (2025)

ML-Mamba: Efficient Multi-Modal Large Language Model Utilizing Mamba-2
par: Huang, Wenjun, et autres
Publié: (2024)

Relation3D: Enhancing Relation Modeling for Point Cloud Instance Segmentation
par: Lu, Jiahao, et autres
Publié: (2025)

Mitigating Object Hallucination via Concentric Causal Attention
par: Xing, Yun, et autres
Publié: (2024)

Multi-SpatialMLLM: Multi-Frame Spatial Understanding with Multi-Modal Large Language Models
par: Xu, Runsen, et autres
Publié: (2025)

GeoPix: Multi-Modal Large Language Model for Pixel-level Image Understanding in Remote Sensing
par: Ou, Ruizhe, et autres
Publié: (2025)

A Spectrum Evaluation Benchmark for Medical Multi-Modal Large Language Models
par: Liu, Jie, et autres
Publié: (2024)

Suppress and Rebalance: Towards Generalized Multi-Modal Face Anti-Spoofing
par: Lin, Xun, et autres
Publié: (2024)

VisuLogic: A Benchmark for Evaluating Visual Reasoning in Multi-modal Large Language Models
par: Xu, Weiye, et autres
Publié: (2025)

MammothModa: Multi-Modal Large Language Model
par: She, Qi, et autres
Publié: (2024)