Cover Image

BLINK-Twice: You see, but do you observe? A Reasoning Benchmark on Visual Perception

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ye, Junyan, Jiang, Dongzhi, He, Jun, Zhou, Baichuan, Huang, Zilong, Yan, Zhiyuan, Li, Hongsheng, He, Conghui, Li, Weijia
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Echo-4o: Harnessing the Power of GPT-4o Synthetic Images for Improved Image Generation
by: Ye, Junyan, et al.
Published: (2025)

GPT-ImgEval: A Comprehensive Benchmark for Diagnosing GPT4o in Image Generation
by: Yan, Zhiyuan, et al.
Published: (2025)

RealGen: Photorealistic Text-to-Image Generation via Detector-Guided Rewards
by: Ye, Junyan, et al.
Published: (2025)

GenClaw: Code-Driven Agentic Image Generation
by: Ye, Junyan, et al.
Published: (2026)

Mind-Brush: Integrating Agentic Cognitive Search and Reasoning into Image Generation
by: He, Jun, et al.
Published: (2026)

FakeVLM-R1: Internalizing Physical Laws via CoT for Synthetic Image Detection
by: Zhu, Leqi, et al.
Published: (2026)

CrossViewDiff: A Cross-View Diffusion Model for Satellite-to-Street View Synthesis
by: Li, Weijia, et al.
Published: (2024)

UrBench: A Comprehensive Benchmark for Evaluating Large Multimodal Models in Multi-View Urban Scenarios
by: Zhou, Baichuan, et al.
Published: (2024)

LOKI: A Comprehensive Synthetic Data Detection Benchmark using Large Multimodal Models
by: Ye, Junyan, et al.
Published: (2024)

UrbanFeel: A Comprehensive Benchmark for Temporal and Perceptual Understanding of City Scenes through Human Perspective
by: He, Jun, et al.
Published: (2025)

Scene4U: Hierarchical Layered 3D Scene Reconstruction from Single Panoramic Image for Your Immerse Exploration
by: Huang, Zilong, et al.
Published: (2025)

MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning
by: Chen, Xinyan, et al.
Published: (2025)

DraCo: Draft as CoT for Text-to-Image Preview and Rare Concept Generation
by: Jiang, Dongzhi, et al.
Published: (2025)

Leveraging BEV Paradigm for Ground-to-Aerial Image Synthesis
by: Ye, Junyan, et al.
Published: (2024)

LEGION: Learning to Ground and Explain for Synthetic Image Detection
by: Kang, Hengrui, et al.
Published: (2025)

SG-BEV: Satellite-Guided BEV Fusion for Cross-View Semantic Segmentation
by: Ye, Junyan, et al.
Published: (2024)

Cross-view image geo-localization with Panorama-BEV Co-Retrieval Network
by: Ye, Junyan, et al.
Published: (2024)

OmniAID: Decoupling Semantic and Artifacts for Universal AI-Generated Image Detection in the Wild
by: Guo, Yuncheng, et al.
Published: (2025)

Respecting Self-Uncertainty in On-Policy Self-Distillation for Efficient LLM Reasoning
by: Ke, Junlong, et al.
Published: (2026)

Where am I? Cross-View Geo-localization with Natural Language Descriptions
by: Ye, Junyan, et al.
Published: (2024)

MajutsuCity: Language-driven Aesthetic-adaptive City Generation with Controllable 3D Assets and Layouts
by: Huang, Zilong, et al.
Published: (2025)

SatSAM2: Motion-Constrained Video Object Tracking in Satellite Imagery using Promptable SAM2 and Kalman Priors
by: Fan, Ruijie, et al.
Published: (2025)

Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization Correlations
by: Sun, Jiaxing, et al.
Published: (2024)

MedBLINK: Probing Basic Perception in Multimodal Language Models for Medicine
by: Bigverdi, Mahtab, et al.
Published: (2025)

Think Twice Before You Write -- an Entropy-based Decoding Strategy to Enhance LLM Reasoning
by: He, Jiashu, et al.
Published: (2026)

DocLayout-YOLO: Enhancing Document Layout Analysis through Diverse Synthetic Data and Global-to-Local Adaptive Perception
by: Zhao, Zhiyuan, et al.
Published: (2024)

Spot the Fake: Large Multimodal Model-Based Synthetic Image Detection with Artifact Explanation
by: Wen, Siwei, et al.
Published: (2025)

Think Twice to See More: Iterative Visual Reasoning in Medical VLMs
by: Chen, Kaitao, et al.
Published: (2025)

Are Video Models Ready as Zero-Shot Reasoners? An Empirical Study with the MME-CoF Benchmark
by: Guo, Ziyu, et al.
Published: (2025)

Europe. Now you see him
Published: (1996)

The tech workforce you don’t see
by: Janine Berg
Published: (2022)

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)

OmniDocLayout: Towards Diverse Document Layout Generation via Coarse-to-Fine LLM Learning
by: Kang, Hengrui, et al.
Published: (2025)

ChemVTS-Bench: Evaluating Visual-Textual-Symbolic Reasoning of Multimodal Large Language Models in Chemistry
by: Huang, Zhiyuan, et al.
Published: (2025)

Token Pruning in Multimodal Large Language Models: Are We Solving the Right Problem?
by: Wen, Zichen, et al.
Published: (2025)

Efficiently Manipulating Clutter via Learning and Search-Based Reasoning
by: Huang, Baichuan
Published: (2025)

Multi-Step Visual Reasoning with Visual Tokens Scaling and Verification
by: Bai, Tianyi, et al.
Published: (2025)

Seeing with You: Perception-Reasoning Coevolution for Multimodal Reasoning
by: Miao, Ziqi, et al.
Published: (2026)

MME-CoT: Benchmarking Chain-of-Thought in Large Multimodal Models for Reasoning Quality, Robustness, and Efficiency
by: Jiang, Dongzhi, et al.
Published: (2025)

Look Twice before You Leap: A Rational Framework for Localized Adversarial Anonymization
by: Duan, Donghang, et al.
Published: (2025)