[ICML 2025 Oral] The official repository for the paper "Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark"

MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency

XModBench: Benchmarking Cross-Modal Capabilities and Consistency in Omni-Language Models

Awesome Unified Multimodal Models

Official code implementation of the paper: QuCo-RAG: Quantifying Uncertainty from the Pre-training Corpus for Dynamic Retrieval-Augmented Generation

A collection of awesome image inpainting studies.

[CVPR 2025] Video Narration as Vocabulary & Video as Long Document

Official eval code for ROVER: Benchmarking Reciprocal Cross-Modal Reasoning for Omnimodal Generation

Uni-CoT: Towards Unified Chain-of-Thought Reasoning Across Text and Vision

[NIPS 2025 DB Oral] Official Repository of paper: Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing

UniWorld: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation

Unified Multimodal Model for image generation/editing/understanding

OmniGen2: Exploration to Advanced Multimodal Generation.

Official implementation of BLIP3o-Series

Next-Token Prediction is All You Need

Janus-Series: Unified Multimodal Understanding and Generation Models

[ICLR & NeurIPS 2025] Repository for Show-o series, One Single Transformer to Unify Multimodal Understanding and Generation.

Video Generation, Physical Commonsense, Semantic Adherence, VideoCon-Physics

[arXiv 2025] MMSI-Bench: A Benchmark for Multi-Image Spatial Intelligence

SGLang is a fast serving framework for large language models and vision language models.

📖 This is a repository for organizing papers, codes, and other resources related to unified multimodal models.

[ACL 2025] The Role of Visual Modality in Multimodal Mathematical Reasoning: Challenges and Insights

R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization

This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.

Resources and paper list for "Thinking with Images for LVLMs". This repository accompanies our survey on how LVLMs can leverage visual information for complex reasoning, planning, and generation.

MedEvalKit: A Unified Medical Evaluation Framework

ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical Reasoning