Rule-based evaluation kit for VBVR-Pro-Bench — 100 visual-reasoning tasks, one hand-written evaluator each

OpenCoF: Learning to Reason Through Video Generation

One Discrete Word for Visual Reasoning Overtakes Agentic and Latent Methods

Official repository of MME-CoF-Pro: Evaluating Reasoning Coherence of Video Generative Models

Implement search image generation similar to Nano-banana-pro / Seedream / FLUX. [SIGGRAPH Asia 2026]

Official repository for "Visual Generation Unlocks Human-Like Reasoning through Multimodal World Models", https://arxiv.org/abs/2601.19834

[CVPR 2026] The official implementation of The paper "Are We Ready for RL in Text-to-3D Generation? A Progressive Investigation"

Offical Repository for Paper: DraCo: Draft as CoT for Text-to-Image Preview and Rare Concept Generation

The first Interleaved framework for textual reasoning within the visual generation process

Are Video Models Ready as Zero-shot Reasoners?

The official repository of BEAR: Benchmarking and Enhancing Multimodal Language Models with Atomic Embodied Capabilities

AHN: Artificial Hippocampus Networks for Efficient Long-Context Modeling

ULMEvalKit: One-Stop Eval ToolKit for Image Generation

This is the official repository for the paper "FLUX-Reason-6M & PRISM-Bench: A Million-Scale Text-to-Image Reasoning Dataset and Comprehensive Benchmark"

Perceive Anything: Recognize, Explain, Caption, and Segment Anything in Images and Videos

[NeurIPS 2025] MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning

[CVPR 2026] Multi-SpatialMLLM: Multi-Frame Spatial Understanding with Multi-Modal Large Language Models

CrossLMM: Decoupling Long Video Sequences from LMMs via Dual Cross-Attention Mechanisms

Seed1.5-VL, a vision-language foundation model designed to advance general-purpose multimodal understanding and reasoning, achieving state-of-the-art performance on 38 out of 60 public benchmarks.

[ICCV 2025] Scaling Inference-Time Optimization for Text-to-Image Diffusion Models via Reflection Tuning

[NeurIPS 2025] T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT

Official repository for "TrustGeoGen: Formal-Verified Data Engine for Trustworthy Multi-modal Geometric Problem Solving"

Lumina-mGPT 2.0: Stand-Alone AutoRegressive Image Modeling

The repo of paper `RoboMamba: Multimodal State Space Model for Efficient Robot Reasoning and Manipulation`

HybridVLA: Collaborative Diffusion and Autoregression in a Unified Vision-Language-Action Model

Wan: Open and Advanced Large-Scale Video Generative Models