PM4Bench: Benchmarking Large Vision-Language Models with Parallel Multilingual Multi-Modal Multi-task Corpus
Fuente:
arXiv
Saved in:
| Main Authors: | Gao, Junyuan, Song, Jiahe, Wu, Jiang, Zhu, Runchuan, Shen, Guanlin, Wang, Shasha, Wei, Xingjian, Yang, Haote, Zhang, Songyang, Li, Weijia, Wang, Bin, Lin, Dahua, Wu, Lijun, He, Conghui |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
UrBench: A Comprehensive Benchmark for Evaluating Large Multimodal Models in Multi-View Urban Scenarios
by: Zhou, Baichuan, et al.
Published: (2024)
by: Zhou, Baichuan, et al.
Published: (2024)
Evaluating Large Language Model with Knowledge Oriented Language Specific Simple Question Answering
by: Jiang, Bowen, et al.
Published: (2025)
by: Jiang, Bowen, et al.
Published: (2025)
Utilize the Flow before Stepping into the Same River Twice: Certainty Represented Knowledge Flow for Refusal-Aware Instruction Tuning
by: Zhu, Runchuan, et al.
Published: (2024)
by: Zhu, Runchuan, et al.
Published: (2024)
GRAIT: Gradient-Driven Refusal-Aware Instruction Tuning for Effective Hallucination Mitigation
by: Zhu, Runchuan, et al.
Published: (2025)
by: Zhu, Runchuan, et al.
Published: (2025)
OpenHuEval: Evaluating Large Language Model on Hungarian Specifics
by: Yang, Haote, et al.
Published: (2025)
by: Yang, Haote, et al.
Published: (2025)
3D Building Reconstruction from Monocular Remote Sensing Images with Multi-level Supervisions
by: Li, Weijia, et al.
Published: (2024)
by: Li, Weijia, et al.
Published: (2024)
MetaBench: A Multi-task Benchmark for Assessing LLMs in Metabolomics
by: Lu, Yuxing, et al.
Published: (2025)
by: Lu, Yuxing, et al.
Published: (2025)
Molecular Identifier Visual Prompt and Verifiable Reinforcement Learning for Chemical Reaction Diagram Parsing
by: Song, Jiahe, et al.
Published: (2026)
by: Song, Jiahe, et al.
Published: (2026)
FoundaBench: Evaluating Chinese Fundamental Knowledge Capabilities of Large Language Models
by: Li, Wei, et al.
Published: (2024)
by: Li, Wei, et al.
Published: (2024)
MMSI-Bench: A Benchmark for Multi-Image Spatial Intelligence
by: Yang, Sihan, et al.
Published: (2025)
by: Yang, Sihan, et al.
Published: (2025)
SeedBench: A Multi-task Benchmark for Evaluating Large Language Models in Seed Science
by: Ying, Jie, et al.
Published: (2025)
by: Ying, Jie, et al.
Published: (2025)
MMBench: Is Your Multi-modal Model an All-around Player?
by: Liu, Yuan, et al.
Published: (2023)
by: Liu, Yuan, et al.
Published: (2023)
Cross-view image geo-localization with Panorama-BEV Co-Retrieval Network
by: Ye, Junyan, et al.
Published: (2024)
by: Ye, Junyan, et al.
Published: (2024)
RxnCaption: Reformulating Reaction Diagram Parsing as Visual Prompt Guided Captioning
by: Song, Jiahe, et al.
Published: (2025)
by: Song, Jiahe, et al.
Published: (2025)
OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allocation
by: Huang, Qidong, et al.
Published: (2023)
by: Huang, Qidong, et al.
Published: (2023)
SpaceSense-Bench: A Large-Scale Multi-Modal Benchmark for Spacecraft Perception and Pose Estimation
by: Wu, Aodi, et al.
Published: (2026)
by: Wu, Aodi, et al.
Published: (2026)
Efficient Multi-modal Large Language Models via Progressive Consistency Distillation
by: Wen, Zichen, et al.
Published: (2025)
by: Wen, Zichen, et al.
Published: (2025)
MathBench: Evaluating the Theory and Application Proficiency of LLMs with a Hierarchical Mathematics Benchmark
by: Liu, Hongwei, et al.
Published: (2024)
by: Liu, Hongwei, et al.
Published: (2024)
Leveraging BEV Paradigm for Ground-to-Aerial Image Synthesis
by: Ye, Junyan, et al.
Published: (2024)
by: Ye, Junyan, et al.
Published: (2024)
Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More
by: Wen, Zichen, et al.
Published: (2025)
by: Wen, Zichen, et al.
Published: (2025)
BacktestBench: Benchmarking Large Language Models for Automated Quantitative Strategy Backtesting
by: Wang, Zhensheng, et al.
Published: (2026)
by: Wang, Zhensheng, et al.
Published: (2026)
3DGen-Bench: Comprehensive Benchmark Suite for 3D Generative Models
by: Zhang, Yuhan, et al.
Published: (2025)
by: Zhang, Yuhan, et al.
Published: (2025)
MLVU: Benchmarking Multi-task Long Video Understanding
by: Zhou, Junjie, et al.
Published: (2024)
by: Zhou, Junjie, et al.
Published: (2024)
VLR-Bench: Multilingual Benchmark Dataset for Vision-Language Retrieval Augmented Generation
by: Lim, Hyeonseok, et al.
Published: (2024)
by: Lim, Hyeonseok, et al.
Published: (2024)
StructFlowBench: A Structured Flow Benchmark for Multi-turn Instruction Following
by: Li, Jinnan, et al.
Published: (2025)
by: Li, Jinnan, et al.
Published: (2025)
MM-MoralBench: A MultiModal Moral Evaluation Benchmark for Large Vision-Language Models
by: Yan, Bei, et al.
Published: (2024)
by: Yan, Bei, et al.
Published: (2024)
Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions Following
by: He, Yun, et al.
Published: (2024)
by: He, Yun, et al.
Published: (2024)
Serial Over Parallel: Learning Continual Unification for Multi-Modal Visual Object Tracking and Benchmarking
by: Tang, Zhangyong, et al.
Published: (2025)
by: Tang, Zhangyong, et al.
Published: (2025)
SALAD-Bench: A Hierarchical and Comprehensive Safety Benchmark for Large Language Models
by: Li, Lijun, et al.
Published: (2024)
by: Li, Lijun, et al.
Published: (2024)
SARChat-Bench-2M: A Multi-Task Vision-Language Benchmark for SAR Image Interpretation
by: Ma, Zhiming, et al.
Published: (2025)
by: Ma, Zhiming, et al.
Published: (2025)
Envision: Benchmarking Unified Understanding & Generation for Causal World Process Insights
by: Tian, Juanxi, et al.
Published: (2025)
by: Tian, Juanxi, et al.
Published: (2025)
MuDPT: Multi-modal Deep-symphysis Prompt Tuning for Large Pre-trained Vision-Language Models
by: Miao, Yongzhu, et al.
Published: (2023)
by: Miao, Yongzhu, et al.
Published: (2023)
Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization Correlations
by: Sun, Jiaxing, et al.
Published: (2024)
by: Sun, Jiaxing, et al.
Published: (2024)
From Pixels to Graphs: Open-Vocabulary Scene Graph Generation with Vision-Language Models
by: Li, Rongjie, et al.
Published: (2024)
by: Li, Rongjie, et al.
Published: (2024)
TableEval: A Real-World Benchmark for Complex, Multilingual, and Multi-Structured Table Question Answering
by: Zhu, Junnan, et al.
Published: (2025)
by: Zhu, Junnan, et al.
Published: (2025)
Hydra-Bench: A Benchmark for Multi-Modal Leaf Wetness Sensing
by: Liu, Yimeng, et al.
Published: (2025)
by: Liu, Yimeng, et al.
Published: (2025)
EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents
by: Yang, Rui, et al.
Published: (2025)
by: Yang, Rui, et al.
Published: (2025)
MCGA: A Multi-task Classical Chinese Literary Genre Audio Corpus
by: Du, Yexing, et al.
Published: (2026)
by: Du, Yexing, et al.
Published: (2026)
IndicVisionBench: Benchmarking Cultural and Multilingual Understanding in VLMs
by: Faraz, Ali, et al.
Published: (2025)
by: Faraz, Ali, et al.
Published: (2025)
MMRPT: MultiModal Reinforcement Pre-Training via Masked Vision-Dependent Reasoning
by: Zheng, Xuhui, et al.
Published: (2025)
by: Zheng, Xuhui, et al.
Published: (2025)
Similar Items
-
UrBench: A Comprehensive Benchmark for Evaluating Large Multimodal Models in Multi-View Urban Scenarios
by: Zhou, Baichuan, et al.
Published: (2024) -
Evaluating Large Language Model with Knowledge Oriented Language Specific Simple Question Answering
by: Jiang, Bowen, et al.
Published: (2025) -
Utilize the Flow before Stepping into the Same River Twice: Certainty Represented Knowledge Flow for Refusal-Aware Instruction Tuning
by: Zhu, Runchuan, et al.
Published: (2024) -
GRAIT: Gradient-Driven Refusal-Aware Instruction Tuning for Effective Hallucination Mitigation
by: Zhu, Runchuan, et al.
Published: (2025) -
OpenHuEval: Evaluating Large Language Model on Hungarian Specifics
by: Yang, Haote, et al.
Published: (2025)