Cover Image

Pix2Fact: When Vision Is Not Enough -- Benchmarking Fine-Grained VQA with Web Verification on High-Resolution Real-World Scenes

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Jiang, Yifan, Zhang, Cong, Zhang, Bofei, Zheng, Qiaofeng, Yang, Yifan, Wang, Bingzhang, Ong, Yew-Soon
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

FactLens: Benchmarking Fine-Grained Fact Verification
by: Mitra, Kushan, et al.
Published: (2024)

Finding Sets of Pareto Sets in Real-World Scenarios -- A Multitask Multiobjective Perspective
by: Liu, Jiao, et al.
Published: (2026)

Mastering Continual Reinforcement Learning through Fine-Grained Sparse Network Allocation and Dormant Neuron Exploration
by: Zheng, Chengqi, et al.
Published: (2025)

GRASP: Gradient Realignment via Active Shared Perception for Multi-Agent Collaborative Optimization
by: Zhou, Sihan, et al.
Published: (2026)

An Agentic Framework with LLMs for Solving Complex Vehicle Routing Problems
by: Zhang, Ni, et al.
Published: (2025)

Hybrid Memetic Search for Electric Vehicle Routing with Time Windows, Simultaneous Pickup-Delivery, and Partial Recharges
by: Zheng, Zubin, et al.
Published: (2024)

Fine-grained Abnormality Prompt Learning for Zero-shot Anomaly Detection
by: Zhu, Jiawen, et al.
Published: (2024)

Hierarchically Robust Zero-shot Vision-language Models
by: Dong, Junhao, et al.
Published: (2026)

Generative AI-based Prompt Evolution Engineering Design Optimization With Vision-Language Model
by: Wong, Melvin, et al.
Published: (2024)

Retrieval Augmented Fact Verification by Synthesizing Contrastive Arguments
by: Yue, Zhenrui, et al.
Published: (2024)

Make Me Happier: Evoking Emotions Through Image Diffusion Models
by: Lin, Qing, et al.
Published: (2024)

Is Contrastive Distillation Enough for Learning Comprehensive 3D Representations?
by: Zhang, Yifan, et al.
Published: (2024)

Automated Large-scale CVRP Solver Design via LLM-assisted Flexible MCTS
by: Guo, Tong, et al.
Published: (2026)

EvoSpeak: Large Language Models for Interpretable Genetic Programming-Evolved Heuristics
by: Xu, Meng, et al.
Published: (2025)

Bayesian Inverse Transfer in Evolutionary Multiobjective Optimization
by: Liu, Jiao, et al.
Published: (2023)

Multi-Task Learning with Multi-Task Optimization
by: Bai, Lu, et al.
Published: (2024)

Learning with Foresight: Enhancing Neural Routing Policy via Multi-Node Lookahead Prediction
by: Jiang, Xia, et al.
Published: (2026)

Dynamic-Aware Video Distillation: Optimizing Temporal Resolution Based on Video Semantics
by: Zhao, Yinjie, et al.
Published: (2025)

Language Model Evolutionary Algorithms for Recommender Systems: Benchmarks and Algorithm Comparisons
by: Liu, Jiao, et al.
Published: (2024)

Neural Influence Estimator: Towards Real-time Solutions to Influence Blocking Maximization
by: Chen, Wenjie, et al.
Published: (2023)

RealFactBench: A Benchmark for Evaluating Large Language Models in Real-World Fact-Checking
by: Yang, Shuo, et al.
Published: (2025)

OpenEarthSensing: Large-Scale Fine-Grained Benchmark for Open-World Remote Sensing
by: Xiang, Xiang, et al.
Published: (2025)

Web World Models
by: Feng, Jichen, et al.
Published: (2025)

Neural Theorem Proving for Verification Conditions: A Real-World Benchmark
by: Xu, Qiyuan, et al.
Published: (2026)

Agentic Spatio-Temporal Grounding via Collaborative Reasoning
by: Zhao, Heng, et al.
Published: (2026)

The Digital Ecosystem of Beliefs: does evolution favour AI over humans?
by: Bossens, David M., et al.
Published: (2024)

A Continuous Encoding-Based Representation for Efficient Multi-Fidelity Multi-Objective Neural Architecture Search
by: Wei, Zhao, et al.
Published: (2025)

FineDialFact: A benchmark for Fine-grained Dialogue Fact Verification
by: Chen, Xiangyan, et al.
Published: (2025)

MToP: A MATLAB Benchmarking Platform for Evolutionary Multitasking
by: Li, Yanchi, et al.
Published: (2023)

Your Super Resolution Model is not Enough for Tackling Real-World Scenarios
by: Yoon, Dongsik, et al.
Published: (2025)

Generative Multi-Form Bayesian Optimization
by: Guo, Zhendong, et al.
Published: (2025)

Factcheck-Bench: Fine-Grained Evaluation Benchmark for Automatic Fact-checkers
by: Wang, Yuxia, et al.
Published: (2023)

Road Network Representation Learning with the Third Law of Geography
by: Zhou, Haicang, et al.
Published: (2024)

LIST: Learning to Index Spatio-Textual Data for Embedding based Spatial Keyword Queries
by: Yin, Ziqi, et al.
Published: (2024)

SiamNAS: Siamese Surrogate Model for Dominance Relation Prediction in Multi-objective Neural Architecture Search
by: Zhou, Yuyang, et al.
Published: (2025)

A Simple Yet Effective Approach for Diversified Session-Based Recommendation
by: Yin, Qing, et al.
Published: (2024)

Quality Diversity Genetic Programming for Learning Scheduling Heuristics
by: Xu, Meng, et al.
Published: (2025)

Lightweight and Accurate Multi-View Stereo with Confidence-Aware Diffusion Model
by: Wang, Fangjinhua, et al.
Published: (2025)

TransGP: Task-Conditioned Transformer-Guided Genetic Programming for Multitask Dynamic Flexible Job Shop Scheduling
by: Xu, Meng, et al.
Published: (2026)

Co-Learning Bayesian Optimization
by: Guo, Zhendong, et al.
Published: (2025)