Image de couverture de livre

Evaluating Numerical Reasoning in Text-to-Image Models

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Kajić, Ivana, Wiles, Olivia, Albuquerque, Isabela, Bauer, Matthias, Wang, Su, Pont-Tuset, Jordi, Nematzadeh, Aida
Format:	Preprint
Publié:	2024
Sujets:	Machine Learning Computation and Language Computer Vision and Pattern Recognition
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Revisiting Text-to-Image Evaluation with Gecko: On Metrics, Prompts, and Human Ratings
par: Wiles, Olivia, et autres
Publié: (2024)

Benchmarking Diversity in Image Generation via Attribute-Conditional Human Evaluation
par: Albuquerque, Isabela, et autres
Publié: (2025)

Dynamic Classifier-Free Diffusion Guidance via Online Feedback
par: Papalampidi, Pinelopi, et autres
Publié: (2025)

Davidsonian Scene Graph: Improving Reliability in Fine-grained Evaluation for Text-to-Image Generation
par: Cho, Jaemin, et autres
Publié: (2023)

DOCCI: Descriptions of Connected and Contrasting Images
par: Onoe, Yasumasa, et autres
Publié: (2024)

Image2Text2Image: A Novel Framework for Label-Free Evaluation of Image-to-Text Generation with Text-to-Image Diffusion Models
par: Huang, Jia-Hong, et autres
Publié: (2024)

A Simple Recipe for Contrastively Pre-training Video-First Encoders Beyond 16 Frames
par: Papalampidi, Pinelopi, et autres
Publié: (2023)

Beyond Image-Text Matching: Verb Understanding in Multimodal Transformers Using Guided Masking
par: Beňová, Ivana, et autres
Publié: (2024)

Evaluating the Evaluators: Metrics for Compositional Text-to-Image Generation
par: Kasaei, Seyed Amir, et autres
Publié: (2025)

EgoCast: Forecasting Egocentric Human Pose in the Wild
par: Escobar, Maria, et autres
Publié: (2024)

Re-Thinking the Automatic Evaluation of Image-Text Alignment in Text-to-Image Models
par: Zhang, Huixuan, et autres
Publié: (2025)

LogicOCR: Do Your Large Multimodal Models Excel at Logical Reasoning on Text-Rich Images?
par: Ye, Maoyuan, et autres
Publié: (2025)

Multimodal RewardBench 2: Evaluating Omni Reward Models for Interleaved Text and Image
par: Hu, Yushi, et autres
Publié: (2025)

TemMed-Bench: Evaluating Temporal Medical Image Reasoning in Vision-Language Models
par: Zhang, Junyi, et autres
Publié: (2025)

R2I-Bench: Benchmarking Reasoning-Driven Text-to-Image Generation
par: Chen, Kaijie, et autres
Publié: (2025)

FLUX-Reason-6M & PRISM-Bench: A Million-Scale Text-to-Image Reasoning Dataset and Comprehensive Benchmark
par: Fang, Rongyao, et autres
Publié: (2025)

MMMG: A Massive, Multidisciplinary, Multi-Tier Generation Benchmark for Text-to-Image Reasoning
par: Luo, Yuxuan, et autres
Publié: (2025)

EVALALIGN: Supervised Fine-Tuning Multimodal LLMs with Human-Aligned Data for Evaluating Text-to-Image Models
par: Tan, Zhiyu, et autres
Publié: (2024)

Multi-Modal Language Models as Text-to-Image Model Evaluators
par: Chen, Jiahui, et autres
Publié: (2025)

ImageChain: Advancing Sequential Image-to-Text Reasoning in Multimodal Large Language Models
par: Villegas, Danae Sánchez, et autres
Publié: (2025)

Hallucination as an Upper Bound: A New Perspective on Text-to-Image Evaluation
par: Kasaei, Seyed Amir, et autres
Publié: (2025)

Hierarchical Visual Agent: Managing Contexts in Joint Image-Text Space for Advanced Chart Reasoning
par: Dong, Qihua, et autres
Publié: (2026)

Image Over Text: Transforming Formula Recognition Evaluation with Character Detection Matching
par: Wang, Bin, et autres
Publié: (2024)

TempViz: On the Evaluation of Temporal Knowledge in Text-to-Image Models
par: Holtermann, Carolin, et autres
Publié: (2026)

Precision or Recall? An Analysis of Image Captions for Training Text-to-Image Generation Model
par: Cheng, Sheng, et autres
Publié: (2024)

SPARTA: Evaluating Reasoning Segmentation Robustness through Black-Box Adversarial Paraphrasing in Text Autoencoder Latent Space
par: Zinkovich, Viktoriia, et autres
Publié: (2025)

Temporal Reasoning Transfer from Text to Video
par: Li, Lei, et autres
Publié: (2024)

Rich Human Feedback for Text-to-Image Generation
par: Liang, Youwei, et autres
Publié: (2023)

IMAGINE-E: Image Generation Intelligence Evaluation of State-of-the-art Text-to-Image Models
par: Lei, Jiayi, et autres
Publié: (2025)

Composition and Deformance: Measuring Imageability with a Text-to-Image Model
par: Wu, Si, et autres
Publié: (2023)

DiffChat: Learning to Chat with Text-to-Image Synthesis Models for Interactive Image Creation
par: Wang, Jiapeng, et autres
Publié: (2024)

Evaluating Multimodal Large Language Models on Vertically Written Japanese Text
par: Sasagawa, Keito, et autres
Publié: (2025)

Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMs
par: Deng, Naihao, et autres
Publié: (2024)

ANOLE: An Open, Autoregressive, Native Large Multimodal Models for Interleaved Image-Text Generation
par: Chern, Ethan, et autres
Publié: (2024)

Holistic Evaluation for Interleaved Text-and-Image Generation
par: Liu, Minqian, et autres
Publié: (2024)

MINOS: A Multimodal Evaluation Model for Bidirectional Generation Between Image and Text
par: Zhang, Junzhe, et autres
Publié: (2025)

ConceptBed: Evaluating Concept Learning Abilities of Text-to-Image Diffusion Models
par: Patel, Maitreya, et autres
Publié: (2023)

TextTIGER: Text-based Intelligent Generation with Entity Prompt Refinement for Text-to-Image Generation
par: Ozaki, Shintaro, et autres
Publié: (2025)

Leopard: A Vision Language Model For Text-Rich Multi-Image Tasks
par: Jia, Mengzhao, et autres
Publié: (2024)

Erasing 'Ugly' from the Internet: Propagation of the Beauty Myth in Text-Image Models
par: Dinkar, Tanvi, et autres
Publié: (2025)