:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Peng, Zixiang, Xu, Yongxiu, Zhang, Qinyi, Shen, Jiexun, Zhang, Yifan, Xu, Hongbo, Wang, Yubin, Gou, Gaopeng
Format:	Preprint
Published:	2026
Subjects:	Artificial Intelligence Machine Learning
Online Access:	https://arxiv.org/abs/2604.00547
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

MMSD3.0: A Multi-Image Benchmark for Real-World Multimodal Sarcasm Detection
by: Zhao, Haochen, et al.
Published: (2025)

SafeBench: A Safety Evaluation Framework for Multimodal Large Language Models
by: Ying, Zonghao, et al.
Published: (2024)

REMOTE: A Unified Multimodal Relation Extraction Framework with Multilevel Optimal Transport and Mixture-of-Experts
by: Lin, Xinkui, et al.
Published: (2025)

MMIDR: Teaching Large Language Model to Interpret Multimodal Misinformation via Knowledge Distillation
by: Wang, Longzheng, et al.
Published: (2024)

Uni-ASR: Unified LLM-Based Architecture for Non-Streaming and Streaming Automatic Speech Recognition
by: Xia, Yinfeng, et al.
Published: (2026)

UniG2U-Bench: Do Unified Models Advance Multimodal Understanding?
by: Wen, Zimo, et al.
Published: (2026)

Uni-MMMU: A Massive Multi-discipline Multimodal Unified Benchmark
by: Zou, Kai, et al.
Published: (2025)

Safety-Gymnasium: A Unified Safe Reinforcement Learning Benchmark
by: Ji, Jiaming, et al.
Published: (2023)

UniSAFE: A Comprehensive Benchmark for Safety Evaluation of Unified Multimodal Models
by: Lee, Segyu, et al.
Published: (2026)

SafeBench-Seq: A Homology-Clustered, CPU-Only Baseline for Protein Hazard Screening with Physicochemical/Composition Features and Cluster-Aware Confidence Intervals
by: Khan, Muhammad Haris
Published: (2025)

UniEditBench: A Unified and Cost-Effective Benchmark for Image and Video Editing via Distilled MLLMs
by: Jiang, Lifan, et al.
Published: (2026)

Age Disparities in Economies of Scale in Daily Electricity Consumption: Evidence From Rural Households in a Northern Chinese Province
by: Lin Shen, et al.
Published: (2026)

UniAVGen: Unified Audio and Video Generation with Asymmetric Cross-Modal Interactions
by: Zhang, Guozhen, et al.
Published: (2025)

UniM: A Unified Any-to-Any Interleaved Multimodal Benchmark
by: Li, Yanlin, et al.
Published: (2026)

UniREditBench: A Unified Reasoning-based Image Editing Benchmark
by: Han, Feng, et al.
Published: (2025)

OmniSafeBench-MM: A Unified Benchmark and Toolbox for Multimodal Jailbreak Attack-Defense Evaluation
by: Jia, Xiaojun, et al.
Published: (2025)

UniAttn: Reducing Inference Costs via Softmax Unification for Post-Training LLMs
by: Xiong, Yizhe, et al.
Published: (2025)

UniChange: Unifying Change Detection with Multimodal Large Language Model
by: Zhang, Xu, et al.
Published: (2025)

UniGenBench++: A Unified Semantic Evaluation Benchmark for Text-to-Image Generation
by: Wang, Yibin, et al.
Published: (2025)

UniAPO: Unified Multimodal Automated Prompt Optimization
by: Zhu, Qipeng, et al.
Published: (2025)

UniCMs: A Unified Consistency Model For Efficient Multimodal Generation and Understanding
by: Xu, Chenkai, et al.
Published: (2025)

EmoBench-M: Benchmarking Emotional Intelligence for Multimodal Large Language Models
by: Hu, He, et al.
Published: (2025)

UniEval: Unified Holistic Evaluation for Unified Multimodal Understanding and Generation
by: Li, Yi, et al.
Published: (2025)

SafeGen-Bench: Benchmarking Safety in Image-Conditioned Text-to-Video Generation
by: Ma, Yingzi, et al.
Published: (2026)

RealUnify: Do Unified Models Truly Benefit from Unification? A Comprehensive Benchmark
by: Shi, Yang, et al.
Published: (2025)

UniADC: A Unified Framework for Anomaly Detection and Classification
by: Zhang, Ximiao, et al.
Published: (2025)

RxSafeBench: Identifying Medication Safety Issues of Large Language Models in Simulated Consultation
by: Zhao, Jiahao, et al.
Published: (2025)

Uni-Edit: Intelligent Editing Is A General Task For Unified Model Tuning
by: Zheng, Dian, et al.
Published: (2026)

Skywork UniPic 2.0: Building Kontext Model with Online RL for Unified Multimodal Model
by: Wei, Hongyang, et al.
Published: (2025)

Skywork UniPic 3.0: Unified Multi-Image Composition via Sequence Modeling
by: Wei, Hongyang, et al.
Published: (2026)

UniICL: Systematizing Unified Multimodal In-context Learning through a Capability-Oriented Taxonomy
by: Xu, Yicheng, et al.
Published: (2026)

SpatialBench: Benchmarking Multimodal Large Language Models for Spatial Cognition
by: Xu, Peiran, et al.
Published: (2025)

oMeBench: Towards Robust Benchmarking of LLMs in Organic Mechanism Elucidation and Reasoning
by: Xu, Ruiling, et al.
Published: (2025)

T2VWorldBench: A Benchmark for Evaluating World Knowledge in Text-to-Video Generation
by: Chen, Yubin, et al.
Published: (2025)

Lingua-SafetyBench: A Benchmark for Safety Evaluation of Multilingual Vision-Language Models
by: Shi, Enyi, et al.
Published: (2026)

Uni-DPO: A Unified Paradigm for Dynamic Preference Optimization of LLMs
by: Peng, Shangpin, et al.
Published: (2025)

UniCom: Towards a Unified and Cohesiveness-aware Framework for Community Search and Detection
by: Zhu, Yifan, et al.
Published: (2025)

UniT: Unified Multimodal Chain-of-Thought Test-time Scaling
by: Chen, Leon Liangyu, et al.
Published: (2026)

MM-SafetyBench: A Benchmark for Safety Evaluation of Multimodal Large Language Models
by: Liu, Xin, et al.
Published: (2023)

INR-Bench: A Unified Benchmark for Implicit Neural Representations in Multi-Domain Regression and Reconstruction
by: Li, Linfei, et al.
Published: (2025)