OmniBrainBench: A Comprehensive Multimodal Benchmark for Brain Imaging Analysis Across Multi-stage Clinical Tasks
Fuente:
arXiv
Saved in:
| Main Authors: | Peng, Zhihao, Wang, Cheng, Liu, Shengyuan, Liang, Zhiying, Ye, Zanting, Ju, Minjie, Woo, PeterYM, Yuan, Yixuan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Brain-WM: Brain Glioblastoma World Model
by: Wang, Chenhui, et al.
Published: (2026)
by: Wang, Chenhui, et al.
Published: (2026)
EndoBench: A Comprehensive Evaluation of Multi-Modal Large Language Models for Endoscopy Analysis
by: Liu, Shengyuan, et al.
Published: (2025)
by: Liu, Shengyuan, et al.
Published: (2025)
OmniGenBench: A Benchmark for Omnipotent Multimodal Generation across 50+ Tasks
by: Wang, Jiayu, et al.
Published: (2025)
by: Wang, Jiayu, et al.
Published: (2025)
MAP: Evaluation and Multi-Agent Enhancement of Large Language Models for Inpatient Pathways
by: Chen, Zhen, et al.
Published: (2025)
by: Chen, Zhen, et al.
Published: (2025)
AdaBrain-Bench: Benchmarking Brain Foundation Models for Brain-Computer Interface Applications
by: Wu, Jiamin, et al.
Published: (2025)
by: Wu, Jiamin, et al.
Published: (2025)
Unveiling and Bridging the Functional Perception Gap in MLLMs: Atomic Visual Alignment and Hierarchical Evaluation via PET-Bench
by: Ye, Zanting, et al.
Published: (2026)
by: Ye, Zanting, et al.
Published: (2026)
OmniMatBench: A Human-Calibrated Multimodal Reasoning Benchmark Across 19 Materials Science Subfields
by: Liu, Wanhao, et al.
Published: (2026)
by: Liu, Wanhao, et al.
Published: (2026)
OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations
by: Ouyang, Linke, et al.
Published: (2024)
by: Ouyang, Linke, et al.
Published: (2024)
MedPruner: Training-Free Hierarchical Token Pruning for Efficient 3D Medical Image Understanding in Vision-Language Models
by: Liu, Shengyuan, et al.
Published: (2026)
by: Liu, Shengyuan, et al.
Published: (2026)
MMR-Bench: A Comprehensive Benchmark for Multimodal LLM Routing
by: Ma, Haoxuan, et al.
Published: (2026)
by: Ma, Haoxuan, et al.
Published: (2026)
BabelBench: An Omni Benchmark for Code-Driven Analysis of Multimodal and Multistructured Data
by: Wang, Xuwu, et al.
Published: (2024)
by: Wang, Xuwu, et al.
Published: (2024)
MMRo: Are Multimodal LLMs Eligible as the Brain for In-Home Robotics?
by: Li, Jinming, et al.
Published: (2024)
by: Li, Jinming, et al.
Published: (2024)
Not Only Grey Matter: OmniBrain for Robust Multimodal Classification of Alzheimer's Disease
by: Sharshar, Ahmed, et al.
Published: (2025)
by: Sharshar, Ahmed, et al.
Published: (2025)
Robobench: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models as Embodied Brain
by: Luo, Yulin, et al.
Published: (2025)
by: Luo, Yulin, et al.
Published: (2025)
BrainOmni: A Brain Foundation Model for Unified EEG and MEG Signals
by: Xiao, Qinfan, et al.
Published: (2025)
by: Xiao, Qinfan, et al.
Published: (2025)
Mind-Omni: A Unified Multi-Task Framework for Brain-Vision-Language Modeling via Discrete Diffusion
by: Lu, Yizhuo, et al.
Published: (2026)
by: Lu, Yizhuo, et al.
Published: (2026)
LongInsightBench: A Comprehensive Benchmark for Evaluating Omni-Modal Models on Human-Centric Long-Video Understanding
by: Han, ZhaoYang, et al.
Published: (2025)
by: Han, ZhaoYang, et al.
Published: (2025)
OralGPT-Omni: A Versatile Dental Multimodal Large Language Model
by: Hao, Jing, et al.
Published: (2025)
by: Hao, Jing, et al.
Published: (2025)
OmniEduBench: A Comprehensive Chinese Benchmark for Evaluating Large Language Models in Education
by: Zhang, Min, et al.
Published: (2025)
by: Zhang, Min, et al.
Published: (2025)
M-ErasureBench: A Comprehensive Multimodal Evaluation Benchmark for Concept Erasure in Diffusion Models
by: Weng, Ju-Hsuan, et al.
Published: (2025)
by: Weng, Ju-Hsuan, et al.
Published: (2025)
PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension
by: Ouyang, Kun, et al.
Published: (2024)
by: Ouyang, Kun, et al.
Published: (2024)
Benchmarking the Reproducibility of Brain MRI Segmentation Across Scanners and Time
by: Kondrateva, Ekaterina, et al.
Published: (2025)
by: Kondrateva, Ekaterina, et al.
Published: (2025)
EVADE-Bench: Multimodal Benchmark for Evaluating and Enhancing Evasive Content Detection
by: Xu, Ancheng, et al.
Published: (2025)
by: Xu, Ancheng, et al.
Published: (2025)
NbBench: Benchmarking Language Models for Comprehensive Nanobody Tasks
by: Zhang, Yiming, et al.
Published: (2025)
by: Zhang, Yiming, et al.
Published: (2025)
Omni IIE Bench: Benchmarking the Practical Capabilities of Image Editing Models
by: Yang, Yujia, et al.
Published: (2026)
by: Yang, Yujia, et al.
Published: (2026)
MER-Bench: A Comprehensive Benchmark for Multimodal Meme Reappraisal
by: Nie, Yiqi, et al.
Published: (2026)
by: Nie, Yiqi, et al.
Published: (2026)
BrainWave: A Brain Signal Foundation Model for Clinical Applications
by: Yuan, Zhizhang, et al.
Published: (2024)
by: Yuan, Zhizhang, et al.
Published: (2024)
BrainMAP: Multimodal Graph Learning For Efficient Brain Disease Localization
by: Le, Nguyen Linh Dan, et al.
Published: (2025)
by: Le, Nguyen Linh Dan, et al.
Published: (2025)
Generalized Dynamic Brain Functional Connectivity Based on Random Convolutions
by: Duan, Yongjie, et al.
Published: (2024)
by: Duan, Yongjie, et al.
Published: (2024)
OmniBench: Towards The Future of Universal Omni-Language Models
by: Li, Yizhi, et al.
Published: (2024)
by: Li, Yizhi, et al.
Published: (2024)
OmniSafeBench-MM: A Unified Benchmark and Toolbox for Multimodal Jailbreak Attack-Defense Evaluation
by: Jia, Xiaojun, et al.
Published: (2025)
by: Jia, Xiaojun, et al.
Published: (2025)
One Brain, Omni Modalities: Towards Unified Non-Invasive Brain Decoding with Large Language Models
by: Tang, Changli, et al.
Published: (2026)
by: Tang, Changli, et al.
Published: (2026)
FL-MedSegBench: A Comprehensive Benchmark for Federated Learning on Medical Image Segmentation
by: Zhu, Meilu, et al.
Published: (2026)
by: Zhu, Meilu, et al.
Published: (2026)
Multimodal MRI reveals distinct patterns of vascular and microstructural disruption across disease stages in the Oxford Brain Health Clinic
by: Grace Gillis, et al.
Published: (2025)
by: Grace Gillis, et al.
Published: (2025)
Multimodal MRI reveals distinct patterns of vascular and microstructural disruption across disease stages in the Oxford Brain Health Clinic
by: Grace Gillis, et al.
Published: (2025)
by: Grace Gillis, et al.
Published: (2025)
Understanding Brain Aging Across Populations: A Comprehensive Framework for Structural Analysis
by: Thottupattu, Alphin J, et al.
Published: (2024)
by: Thottupattu, Alphin J, et al.
Published: (2024)
IGL-Bench: Establishing the Comprehensive Benchmark for Imbalanced Graph Learning
by: Qin, Jiawen, et al.
Published: (2024)
by: Qin, Jiawen, et al.
Published: (2024)
OmniGenBench: A Modular Platform for Reproducible Genomic Foundation Models Benchmarking
by: Yang, Heng, et al.
Published: (2025)
by: Yang, Heng, et al.
Published: (2025)
OmniPro: A Comprehensive Benchmark for Omni-Proactive Streaming Video Understanding
by: Zhao, Ruixiang, et al.
Published: (2026)
by: Zhao, Ruixiang, et al.
Published: (2026)
MAC: Masked Agent Collaboration Boosts Large Language Model Medical Decision-Making
by: Peng, Zhihao, et al.
Published: (2025)
by: Peng, Zhihao, et al.
Published: (2025)
Similar Items
-
Brain-WM: Brain Glioblastoma World Model
by: Wang, Chenhui, et al.
Published: (2026) -
EndoBench: A Comprehensive Evaluation of Multi-Modal Large Language Models for Endoscopy Analysis
by: Liu, Shengyuan, et al.
Published: (2025) -
OmniGenBench: A Benchmark for Omnipotent Multimodal Generation across 50+ Tasks
by: Wang, Jiayu, et al.
Published: (2025) -
MAP: Evaluation and Multi-Agent Enhancement of Large Language Models for Inpatient Pathways
by: Chen, Zhen, et al.
Published: (2025) -
AdaBrain-Bench: Benchmarking Brain Foundation Models for Brain-Computer Interface Applications
by: Wu, Jiamin, et al.
Published: (2025)