Cover Image

R2I-Bench: Benchmarking Reasoning-Driven Text-to-Image Generation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chen, Kaijie, Lin, Zihao, Xu, Zhiyang, Shen, Ying, Yao, Yuguang, Rimchala, Joy, Zhang, Jiaxin, Huang, Lifu
Format:	Preprint
Published:	2025
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

Holistic Evaluation for Interleaved Text-and-Image Generation
by: Liu, Minqian, et al.
Published: (2024)

Modality-Specialized Synergizers for Interleaved Vision-Language Generalists
by: Xu, Zhiyang, et al.
Published: (2024)

SuperFlow: Training Flow Matching Models with RL on the Fly
by: Chen, Kaijie, et al.
Published: (2025)

LaTtE-Flow: Layerwise Timestep-Expert Flow-based Transformer
by: Shen, Ying, et al.
Published: (2025)

RE$^2$: Region-Aware Relation Extraction from Visually Rich Documents
by: Ramu, Pritika, et al.
Published: (2023)

LLM Braces: Straightening Out LLM Predictions with Relevant Sub-Updates
by: Shen, Ying, et al.
Published: (2025)

MULTISCRIPT: Multimodal Script Learning for Supporting Open Domain Everyday Tasks
by: Qi, Jingyuan, et al.
Published: (2023)

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark
by: Song, Anyang, et al.
Published: (2026)

X-Eval: Generalizable Multi-aspect Text Evaluation via Augmented Instruction Tuning with Auxiliary Evaluation Aspects
by: Liu, Minqian, et al.
Published: (2023)

T2I-Eval-R1: Reinforcement Learning-Driven Reasoning for Interpretable Text-to-Image Evaluation
by: Ma, Zi-Ao, et al.
Published: (2025)

BenchBench: Benchmarking Automated Benchmark Generation
by: Zheng, Yandan, et al.
Published: (2026)

FLUX-Reason-6M & PRISM-Bench: A Million-Scale Text-to-Image Reasoning Dataset and Comprehensive Benchmark
by: Fang, Rongyao, et al.
Published: (2025)

I Think, Therefore I am: Benchmarking Awareness of Large Language Models Using AwareBench
by: Li, Yuan, et al.
Published: (2024)

InternalInspector $I^2$: Robust Confidence Estimation in LLMs through Internal States
by: Beigi, Mohammad, et al.
Published: (2024)

LCTG Bench: LLM Controlled Text Generation Benchmark
by: Kurihara, Kentaro, et al.
Published: (2025)

CrossWordBench: Evaluating the Reasoning Capabilities of LLMs and LVLMs with Controllable Puzzle Generation
by: Leng, Jixuan, et al.
Published: (2025)

Could AI Trace and Explain the Origins of AI-Generated Images and Text?
by: Fang, Hongchao, et al.
Published: (2025)

UniHGKR: Unified Instruction-aware Heterogeneous Knowledge Retrievers
by: Min, Dehai, et al.
Published: (2024)

Vision-Flan: Scaling Human-Labeled Tasks in Visual Instruction Tuning
by: Xu, Zhiyang, et al.
Published: (2024)

TC-Bench: Benchmarking Temporal Compositionality in Text-to-Video and Image-to-Video Generation
by: Feng, Weixi, et al.
Published: (2024)

RiddleBench: A New Generative Reasoning Benchmark for LLMs
by: Halder, Deepon, et al.
Published: (2025)

IV-Bench: A Benchmark for Image-Grounded Video Perception and Reasoning in Multimodal LLMs
by: Ma, David, et al.
Published: (2025)

T2S-Bench & Structure-of-Thought: Benchmarking and Prompting Comprehensive Text-to-Structure Reasoning
by: Wang, Qinsi, et al.
Published: (2026)

GreekBarBench: A Challenging Benchmark for Free-Text Legal Reasoning and Citations
by: Chlapanis, Odysseas S., et al.
Published: (2025)

UGMathBench: A Diverse and Dynamic Benchmark for Undergraduate-Level Mathematical Reasoning with Large Language Models
by: Xu, Xin, et al.
Published: (2025)

ChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation
by: Yuan, Shenghai, et al.
Published: (2024)

Think, Act, Build: An Agentic Framework with Vision Language Models for Zero-Shot 3D Visual Grounding
by: Wang, Haibo, et al.
Published: (2026)

Interleaving Reasoning for Better Text-to-Image Generation
by: Huang, Wenxuan, et al.
Published: (2025)

GDI-Bench: A Benchmark for General Document Intelligence with Vision and Reasoning Decoupling
by: Li, Siqi, et al.
Published: (2025)

Struct-Bench: A Benchmark for Differentially Private Structured Text Generation
by: Wang, Shuaiqi, et al.
Published: (2025)

T$^3$Bench: Benchmarking Current Progress in Text-to-3D Generation
by: He, Yuze, et al.
Published: (2023)

nvBench 2.0: Resolving Ambiguity in Text-to-Visualization through Stepwise Reasoning
by: Luo, Tianqi, et al.
Published: (2025)

AVGen-Bench: A Task-Driven Benchmark for Multi-Granular Evaluation of Text-to-Audio-Video Generation
by: Zhou, Ziwei, et al.
Published: (2026)

MMSI-Bench: A Benchmark for Multi-Image Spatial Intelligence
by: Yang, Sihan, et al.
Published: (2025)

Persona-SQ: A Personalized Suggested Question Generation Framework For Real-world Documents
by: Lin, Zihao, et al.
Published: (2024)

MCiteBench: A Multimodal Benchmark for Generating Text with Citations
by: Hu, Caiyu, et al.
Published: (2025)

MulTaBench: Benchmarking Multimodal Tabular Learning with Text and Image
by: Arazi, Alan, et al.
Published: (2026)

MMMG: A Massive, Multidisciplinary, Multi-Tier Generation Benchmark for Text-to-Image Reasoning
by: Luo, Yuxuan, et al.
Published: (2025)

TextReasoningBench: Does Reasoning Really Improve Text Classification in Large Language Models?
by: Guo, Xinyu, et al.
Published: (2026)

TextInVision: Text and Prompt Complexity Driven Visual Text Generation Benchmark
by: Fallah, Forouzan, et al.
Published: (2025)