Cover Image

Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Di, Li, Junxian, Lei, Jingdi, Wang, Xunzhi, Liu, Yujie, Yang, Zonglin, Li, Jiatong, Wang, Weida, Yang, Suorong, Wu, Jianbo, Ye, Peng, Ouyang, Wanli, Zhou, Dongzhan
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Control-R: Towards controllable test-time scaling
by: Zhang, Di, et al.
Published: (2025)

ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area
by: Li, Junxian, et al.
Published: (2024)

IAG: Input-aware Backdoor Attack on VLM-based Visual Grounding
by: Li, Junxian, et al.
Published: (2025)

Multimodal-Guided Dynamic Dataset Pruning for Robust and Efficient Data-Centric Learning
by: Yang, Suorong, et al.
Published: (2025)

A CLIP-Powered Framework for Robust and Generalizable Data Selection
by: Yang, Suorong, et al.
Published: (2024)

LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning
by: Zhang, Di, et al.
Published: (2024)

$Δ$-AttnMask: Attention-Guided Masked Hidden States for Efficient Data Selection and Augmentation
by: Hu, Jucheng, et al.
Published: (2025)

MOOSE-Chem3: Toward Experiment-Guided Hypothesis Ranking via Simulated Experimental Feedback
by: Liu, Wanhao, et al.
Published: (2025)

ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs
by: Cui, Shiyao, et al.
Published: (2025)

Mol-R1: Towards Explicit Long-CoT Reasoning in Molecule Discovery
by: Li, Jiatong, et al.
Published: (2025)

ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition
by: Liu, Yujie, et al.
Published: (2025)

MCA-Bench: A Multimodal Benchmark for Evaluating CAPTCHA Robustness Against VLM-based Attacks
by: Wu, Zonglin, et al.
Published: (2025)

MOOSE-Chem2: Exploring LLM Limits in Fine-Grained Scientific Hypothesis Discovery via Hierarchical Search
by: Yang, Zonglin, et al.
Published: (2025)

Rethinking VLM Representation for VLA Initialization
by: Lin, Weifeng, et al.
Published: (2026)

SlowBA: An efficiency backdoor attack towards VLM-based GUI agents
by: Li, Junxian, et al.
Published: (2026)

PolyReal: A Benchmark for Real-World Polymer Science Workflows
by: Liu, Wanhao, et al.
Published: (2026)

PersonaVLM: Long-Term Personalized Multimodal LLMs
by: Nie, Chang, et al.
Published: (2026)

SaFeR-VLM: Toward Safety-aware Fine-grained Reasoning in Multimodal Models
by: Yi, Huahui, et al.
Published: (2025)

VAGEN: Reinforcing World Model Reasoning for Multi-Turn VLM Agents
by: Wang, Kangrui, et al.
Published: (2025)

When Dynamic Data Selection Meets Data Augmentation
by: Yang, Suorong, et al.
Published: (2025)

MolReFlect: Towards In-Context Fine-grained Alignments between Molecules and Texts
by: Li, Jiatong, et al.
Published: (2024)

Fast-dVLM: Efficient Block-Diffusion VLM via Direct Conversion from Autoregressive VLM
by: Wu, Chengyue, et al.
Published: (2026)

MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses
by: Yang, Zonglin, et al.
Published: (2024)

ScVLM: Enhancing Vision-Language Model for Safety-Critical Event Understanding
by: Shi, Liang, et al.
Published: (2024)

VLM2Vec-V2: Advancing Multimodal Embedding for Videos, Images, and Visual Documents
by: Meng, Rui, et al.
Published: (2025)

FlashVLM: Text-Guided Visual Token Selection for Large Multimodal Models
by: Cai, Kaitong, et al.
Published: (2025)

SparseVILA: Decoupling Visual Sparsity for Efficient VLM Inference
by: Khaki, Samir, et al.
Published: (2025)

GazeVLM: Active Vision via Internal Attention Control for Multimodal Reasoning
by: Ebouky, Brown, et al.
Published: (2026)

VLM-AutoDrive: Post-Training Vision-Language Models for Safety-Critical Autonomous Driving Events
by: Bhat, Mohammad Qazim, et al.
Published: (2026)

Open-Source Multimodal Moxin Models with Moxin-VLM and Moxin-VLA
by: Zhao, Pu, et al.
Published: (2025)

City-VLM: Towards Multidomain Perception Scene Understanding via Multimodal Incomplete Learning
by: Sun, Penglei, et al.
Published: (2025)

Reassessing the Role of Supervised Fine-Tuning: An Empirical Study in VLM Reasoning
by: Yu, Yongcan, et al.
Published: (2025)

FloorplanVLM: A Vision-Language Model for Floorplan Vectorization
by: Liu, Yuanqing, et al.
Published: (2026)

VLM-R$^3$: Region Recognition, Reasoning, and Refinement for Enhanced Multimodal Chain-of-Thought
by: Jiang, Chaoya, et al.
Published: (2025)

Belief-Aware VLM Model for Human-like Reasoning
by: Nayak, Anshul, et al.
Published: (2026)

EchoVLM: Measurement-Grounded Multimodal Learning for Echocardiography
by: Li, Yuheng, et al.
Published: (2025)

Rethinking Model Selection in VLM Through the Lens of Gromov-Wasserstein Distance
by: Li, Muyang, et al.
Published: (2026)

K-Sort Eval: Efficient Preference Evaluation for Visual Generation via Corrected VLM-as-a-Judge
by: Li, Zhikai, et al.
Published: (2026)

edgeVLM: Cloud-edge Collaborative Real-time VLM based on Context Transfer
by: Qian, Chen, et al.
Published: (2025)

Difference Feedback: Generating Multimodal Process-Level Supervision for VLM Reinforcement Learning
by: Feiding, et al.
Published: (2026)