GGBench: A Geometric Generative Reasoning Benchmark for Unified Multimodal Models
Fuente:
arXiv
Saved in:
| Main Authors: | Wei, Jingxuan, Jia, Caijun, Bai, Xi, Xu, Xinglong, Li, Siyuan, Sun, Linzhuang, Yu, Bihui, He, Conghui, Wu, Lijun, Tan, Cheng |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Geoint-R1: Formalizing Multimodal Geometric Reasoning with Dynamic Auxiliary Constructions
by: Wei, Jingxuan, et al.
Published: (2025)
by: Wei, Jingxuan, et al.
Published: (2025)
PAGER: Bridging the Semantic-Execution Gap in Point-Precise Geometric GUI Control
by: Wei, Jingxuan, et al.
Published: (2026)
by: Wei, Jingxuan, et al.
Published: (2026)
How RL Unlocks the Aha Moment in Geometric Interleaved Reasoning
by: Zhang, Xiangxiang, et al.
Published: (2026)
by: Zhang, Xiangxiang, et al.
Published: (2026)
PaperFit: Vision-in-the-Loop Typesetting Optimization for Scientific Documents
by: Yu, Bihui, et al.
Published: (2026)
by: Yu, Bihui, et al.
Published: (2026)
LLaVA-NeuMT: Selective Layer-Neuron Modulation for Efficient Multilingual Multimodal Translation
by: Wei, Jingxuan, et al.
Published: (2025)
by: Wei, Jingxuan, et al.
Published: (2025)
Retrieval Meets Reasoning: Even High-school Textbook Knowledge Benefits Multimodal Reasoning
by: Tan, Cheng, et al.
Published: (2024)
by: Tan, Cheng, et al.
Published: (2024)
Boosting the Power of Small Multimodal Reasoning Models to Match Larger Models with Self-Consistency Training
by: Tan, Cheng, et al.
Published: (2023)
by: Tan, Cheng, et al.
Published: (2023)
Envision: Benchmarking Unified Understanding & Generation for Causal World Process Insights
by: Tian, Juanxi, et al.
Published: (2025)
by: Tian, Juanxi, et al.
Published: (2025)
From Words to Structured Visuals: A Benchmark and Framework for Text-to-Diagram Generation and Editing
by: Wei, Jingxuan, et al.
Published: (2024)
by: Wei, Jingxuan, et al.
Published: (2024)
Thinking with Drafting: Optical Decompression via Logical Reconstruction
by: Wei, Jingxuan, et al.
Published: (2026)
by: Wei, Jingxuan, et al.
Published: (2026)
Decouple to Generalize: Context-First Self-Evolving Learning for Data-Scarce Vision-Language Reasoning
by: Li, Tingyu, et al.
Published: (2025)
by: Li, Tingyu, et al.
Published: (2025)
BEATS: Optimizing LLM Mathematical Capabilities with BackVerify and Adaptive Disambiguate based Efficient Tree Search
by: Sun, Linzhuang, et al.
Published: (2024)
by: Sun, Linzhuang, et al.
Published: (2024)
Sentence-Level or Token-Level? A Comprehensive Study on Knowledge Distillation
by: Wei, Jingxuan, et al.
Published: (2024)
by: Wei, Jingxuan, et al.
Published: (2024)
TRACER: Verifiable Generative Provenance for Multimodal Tool-Using Agents
by: Yu, Bihui, et al.
Published: (2026)
by: Yu, Bihui, et al.
Published: (2026)
Synth-Empathy: Towards High-Quality Synthetic Empathy Data
by: Liang, Hao, et al.
Published: (2024)
by: Liang, Hao, et al.
Published: (2024)
MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification
by: Sun, Linzhuang, et al.
Published: (2025)
by: Sun, Linzhuang, et al.
Published: (2025)
Rational Sensibility: LLM Enhanced Empathetic Response Generation Guided by Self-presentation Theory
by: Sun, Linzhuang, et al.
Published: (2023)
by: Sun, Linzhuang, et al.
Published: (2023)
ChartReasoner: Code-Driven Modality Bridging for Long-Chain Reasoning in Chart Question Answering
by: Jia, Caijun, et al.
Published: (2025)
by: Jia, Caijun, et al.
Published: (2025)
Programming with Data: Test-Driven Data Engineering for Self-Improving LLMs from Raw Corpora
by: Pan, Chenkai, et al.
Published: (2026)
by: Pan, Chenkai, et al.
Published: (2026)
Brain-inspired Computing Based on Deep Learning for Human-computer Interaction: A Review
by: Yu, Bihui, et al.
Published: (2023)
by: Yu, Bihui, et al.
Published: (2023)
Canvas-of-Thought: Grounding Reasoning via Mutable Structured States
by: Sun, Lingzhuang, et al.
Published: (2026)
by: Sun, Lingzhuang, et al.
Published: (2026)
Efficient-Empathy: Towards Efficient and Effective Selection of Empathy Data
by: Sun, Linzhuang, et al.
Published: (2024)
by: Sun, Linzhuang, et al.
Published: (2024)
The Trinity of Consistency as a Defining Principle for General World Models
by: Wei, Jingxuan, et al.
Published: (2026)
by: Wei, Jingxuan, et al.
Published: (2026)
A Survey on Image-text Multimodal Models
by: Guo, Ruifeng, et al.
Published: (2023)
by: Guo, Ruifeng, et al.
Published: (2023)
GenProve: Learning to Generate Text with Fine-Grained Provenance
by: Wei, Jingxuan, et al.
Published: (2026)
by: Wei, Jingxuan, et al.
Published: (2026)
ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering
by: Wei, Jingxuan, et al.
Published: (2025)
by: Wei, Jingxuan, et al.
Published: (2025)
Guided Verifier: Collaborative Multimodal Reasoning via Dynamic Process Supervision
by: Sun, Lingzhuang, et al.
Published: (2026)
by: Sun, Lingzhuang, et al.
Published: (2026)
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference
by: Chen, Qi, et al.
Published: (2025)
by: Chen, Qi, et al.
Published: (2025)
SketchAgent: Generating Structured Diagrams from Hand-Drawn Sketches
by: Tan, Cheng, et al.
Published: (2025)
by: Tan, Cheng, et al.
Published: (2025)
Rethinking Text-to-SQL: Dynamic Multi-turn SQL Interaction for Real-world Database Exploration
by: Sun, Linzhuang, et al.
Published: (2025)
by: Sun, Linzhuang, et al.
Published: (2025)
PointCoT: A Multi-modal Benchmark for Explicit 3D Geometric Reasoning
by: Zhang, Dongxu, et al.
Published: (2026)
by: Zhang, Dongxu, et al.
Published: (2026)
MMFineReason: Closing the Multimodal Reasoning Gap via Open Data-Centric Methods
by: Lin, Honglin, et al.
Published: (2026)
by: Lin, Honglin, et al.
Published: (2026)
Can One Domain Help Others? A Data-Centric Study on Multi-Domain Reasoning via Reinforcement Learning
by: Li, Yu, et al.
Published: (2025)
by: Li, Yu, et al.
Published: (2025)
Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization Correlations
by: Sun, Jiaxing, et al.
Published: (2024)
by: Sun, Jiaxing, et al.
Published: (2024)
StructVRM: Aligning Multimodal Reasoning with Structured and Verifiable Reward Models
by: Zhang, Xiangxiang, et al.
Published: (2025)
by: Zhang, Xiangxiang, et al.
Published: (2025)
Generalized Tangent Kernel: A Unified Geometric Foundation for Natural Gradient and Standard Gradient
by: Bai, Qinxun, et al.
Published: (2022)
by: Bai, Qinxun, et al.
Published: (2022)
DiffThinker: Towards Generative Multimodal Reasoning with Diffusion Models
by: He, Zefeng, et al.
Published: (2025)
by: He, Zefeng, et al.
Published: (2025)
From Reasoning to Pixels: Benchmarking the Alignment Gap in Unified Multimodal Models
by: Yang, Cheng, et al.
Published: (2026)
by: Yang, Cheng, et al.
Published: (2026)
TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation
by: Qu, Liao, et al.
Published: (2024)
by: Qu, Liao, et al.
Published: (2024)
LRAS: Advanced Legal Reasoning with Agentic Search
by: Zhou, Yujin, et al.
Published: (2026)
by: Zhou, Yujin, et al.
Published: (2026)
Similar Items
-
Geoint-R1: Formalizing Multimodal Geometric Reasoning with Dynamic Auxiliary Constructions
by: Wei, Jingxuan, et al.
Published: (2025) -
PAGER: Bridging the Semantic-Execution Gap in Point-Precise Geometric GUI Control
by: Wei, Jingxuan, et al.
Published: (2026) -
How RL Unlocks the Aha Moment in Geometric Interleaved Reasoning
by: Zhang, Xiangxiang, et al.
Published: (2026) -
PaperFit: Vision-in-the-Loop Typesetting Optimization for Scientific Documents
by: Yu, Bihui, et al.
Published: (2026) -
LLaVA-NeuMT: Selective Layer-Neuron Modulation for Efficient Multilingual Multimodal Translation
by: Wei, Jingxuan, et al.
Published: (2025)