A Survey on Benchmarks of Multimodal Large Language Models
Fuente:
arXiv
Guardado en:
| Autores principales: | Li, Jian, Lu, Weiheng, Fei, Hao, Luo, Meng, Dai, Ming, Xia, Min, Jin, Yizhang, Gan, Zhenye, Qi, Ding, Fu, Chaoyou, Tai, Ying, Yang, Wankou, Wang, Yabiao, Wang, Chengjie |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Efficient Multimodal Large Language Models: A Survey
por: Jin, Yizhang, et al.
Publicado: (2024)
por: Jin, Yizhang, et al.
Publicado: (2024)
HumanVideo-MME: Benchmarking MLLMs for Human-Centric Video Understanding
por: Cai, Yuxuan, et al.
Publicado: (2025)
por: Cai, Yuxuan, et al.
Publicado: (2025)
LLaVA-VSD: Large Language-and-Vision Assistant for Visual Spatial Description
por: Jin, Yizhang, et al.
Publicado: (2024)
por: Jin, Yizhang, et al.
Publicado: (2024)
SE-Search: Self-Evolving Search Agent via Memory and Dense Reward
por: Li, Jian, et al.
Publicado: (2026)
por: Li, Jian, et al.
Publicado: (2026)
A Comprehensive Library for Benchmarking Multi-class Visual Anomaly Detection
por: Zhang, Jiangning, et al.
Publicado: (2024)
por: Zhang, Jiangning, et al.
Publicado: (2024)
RoleRMBench & RoleRM: Towards Reward Modeling for Profile-Based Role Play in Dialogue Systems
por: Ding, Hang, et al.
Publicado: (2025)
por: Ding, Hang, et al.
Publicado: (2025)
Improving Search Agent with One Line of Code
por: Li, Jian, et al.
Publicado: (2026)
por: Li, Jian, et al.
Publicado: (2026)
Human-MME: A Holistic Evaluation Benchmark for Human-Centric Multimodal Large Language Models
por: Liu, Yuansen, et al.
Publicado: (2025)
por: Liu, Yuansen, et al.
Publicado: (2025)
Reasoning to Edit: Hypothetical Instruction-Based Image Editing with Visual Reasoning
por: He, Qingdong, et al.
Publicado: (2025)
por: He, Qingdong, et al.
Publicado: (2025)
MME-Finance: A Multimodal Finance Benchmark for Expert-level Understanding and Reasoning
por: Gan, Ziliang, et al.
Publicado: (2024)
por: Gan, Ziliang, et al.
Publicado: (2024)
MobileMamba: Lightweight Multi-Receptive Visual Mamba Network
por: He, Haoyang, et al.
Publicado: (2024)
por: He, Haoyang, et al.
Publicado: (2024)
Transform Trained Transformer: Accelerating Naive 4K Video Generation Over 10$\times$
por: Zhang, Jiangning, et al.
Publicado: (2025)
por: Zhang, Jiangning, et al.
Publicado: (2025)
The devil is in the details: Enhancing Video Virtual Try-On via Keyframe-Driven Details Injection
por: He, Qingdong, et al.
Publicado: (2025)
por: He, Qingdong, et al.
Publicado: (2025)
DMAD: Dual Memory Bank for Real-World Anomaly Detection
por: Hu, Jianlong, et al.
Publicado: (2024)
por: Hu, Jianlong, et al.
Publicado: (2024)
AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing
por: Xu, Zhenhua, et al.
Publicado: (2026)
por: Xu, Zhenhua, et al.
Publicado: (2026)
Deepfake Generation and Detection: A Benchmark and Survey
por: Pei, Gan, et al.
Publicado: (2024)
por: Pei, Gan, et al.
Publicado: (2024)
A Survey on Multimodal Large Language Models
por: Yin, Shukang, et al.
Publicado: (2023)
por: Yin, Shukang, et al.
Publicado: (2023)
PSPU: Enhanced Positive and Unlabeled Learning by Leveraging Pseudo Supervision
por: Wang, Chengjie, et al.
Publicado: (2024)
por: Wang, Chengjie, et al.
Publicado: (2024)
Multi-task Visual Grounding with Coarse-to-Fine Consistency Constraints
por: Dai, Ming, et al.
Publicado: (2025)
por: Dai, Ming, et al.
Publicado: (2025)
MomentSeg: Moment-Centric Sampling for Enhanced Video Pixel Understanding
por: Dai, Ming, et al.
Publicado: (2025)
por: Dai, Ming, et al.
Publicado: (2025)
Precise GPS-Denied UAV Self-Positioning via Context-Enhanced Cross-View Geo-Localization
por: Xu, Yuanze, et al.
Publicado: (2025)
por: Xu, Yuanze, et al.
Publicado: (2025)
MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs
por: Fu, Chaoyou, et al.
Publicado: (2024)
por: Fu, Chaoyou, et al.
Publicado: (2024)
Real-IAD: A Real-World Multi-View Dataset for Benchmarking Versatile Industrial Anomaly Detection
por: Wang, Chengjie, et al.
Publicado: (2024)
por: Wang, Chengjie, et al.
Publicado: (2024)
LLaVA-KD: A Framework of Distilling Multimodal Large Language Models
por: Cai, Yuxuan, et al.
Publicado: (2024)
por: Cai, Yuxuan, et al.
Publicado: (2024)
PVG: Progressive Vision Graph for Vision Recognition
por: Wu, Jiafu, et al.
Publicado: (2023)
por: Wu, Jiafu, et al.
Publicado: (2023)
PiT: Progressive Diffusion Transformer
por: Wu, Jiafu, et al.
Publicado: (2025)
por: Wu, Jiafu, et al.
Publicado: (2025)
Reference Twice: A Simple and Unified Baseline for Few-Shot Instance Segmentation
por: Han, Yue, et al.
Publicado: (2023)
por: Han, Yue, et al.
Publicado: (2023)
PersonaVLM: Long-Term Personalized Multimodal LLMs
por: Nie, Chang, et al.
Publicado: (2026)
por: Nie, Chang, et al.
Publicado: (2026)
LLaVA-MR: Large Language-and-Vision Assistant for Video Moment Retrieval
por: Lu, Weiheng, et al.
Publicado: (2024)
por: Lu, Weiheng, et al.
Publicado: (2024)
IIDM: Inter and Intra-domain Mixing for Semi-supervised Domain Adaptation in Semantic Segmentation
por: Fu, Weifu, et al.
Publicado: (2023)
por: Fu, Weifu, et al.
Publicado: (2023)
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation
por: Wang, Chengjie, et al.
Publicado: (2024)
por: Wang, Chengjie, et al.
Publicado: (2024)
Drone Referring Localization: An Efficient Heterogeneous Spatial Feature Interaction Method For UAV Self-Localization
por: Dai, Ming, et al.
Publicado: (2022)
por: Dai, Ming, et al.
Publicado: (2022)
MME-Unify: A Comprehensive Benchmark for Unified Multimodal Understanding and Generation Models
por: Xie, Wulin, et al.
Publicado: (2025)
por: Xie, Wulin, et al.
Publicado: (2025)
Disco-RAG: Discourse-Aware Retrieval-Augmented Generation
por: Liu, Dongqi, et al.
Publicado: (2026)
por: Liu, Dongqi, et al.
Publicado: (2026)
MME-CoT: Benchmarking Chain-of-Thought in Large Multimodal Models for Reasoning Quality, Robustness, and Efficiency
por: Jiang, Dongzhi, et al.
Publicado: (2025)
por: Jiang, Dongzhi, et al.
Publicado: (2025)
EM-KD: Distilling Efficient Multimodal Large Language Model with Unbalanced Vision Tokens
por: Feng, Ze, et al.
Publicado: (2025)
por: Feng, Ze, et al.
Publicado: (2025)
Exploring Plain ViT Reconstruction for Multi-class Unsupervised Anomaly Detection
por: Zhang, Jiangning, et al.
Publicado: (2023)
por: Zhang, Jiangning, et al.
Publicado: (2023)
UniCombine: Unified Multi-Conditional Combination with Diffusion Transformer
por: Wang, Haoxuan, et al.
Publicado: (2025)
por: Wang, Haoxuan, et al.
Publicado: (2025)
SimVG: A Simple Framework for Visual Grounding with Decoupled Multi-modal Fusion
por: Dai, Ming, et al.
Publicado: (2024)
por: Dai, Ming, et al.
Publicado: (2024)
MER-Bench: A Comprehensive Benchmark for Multimodal Meme Reappraisal
por: Nie, Yiqi, et al.
Publicado: (2026)
por: Nie, Yiqi, et al.
Publicado: (2026)
Ejemplares similares
-
Efficient Multimodal Large Language Models: A Survey
por: Jin, Yizhang, et al.
Publicado: (2024) -
HumanVideo-MME: Benchmarking MLLMs for Human-Centric Video Understanding
por: Cai, Yuxuan, et al.
Publicado: (2025) -
LLaVA-VSD: Large Language-and-Vision Assistant for Visual Spatial Description
por: Jin, Yizhang, et al.
Publicado: (2024) -
SE-Search: Self-Evolving Search Agent via Memory and Dense Reward
por: Li, Jian, et al.
Publicado: (2026) -
A Comprehensive Library for Benchmarking Multi-class Visual Anomaly Detection
por: Zhang, Jiangning, et al.
Publicado: (2024)