We introduce Reasoning via Video, a new paradigm that uses maze-solving video generation to probe multimodal reasoning; our VR-Bench shows that fine-tuned video models consistently outperform strong VLMs on long-horizon spatial planning tasks.
☆67Feb 4, 2026Updated 8 months ago
Alternatives and similar repositories for VR-Bench
Users that are interested in VR-Bench are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Scaling Agentic Environments Automatically.☆70Mar 26, 2026Updated 6 months ago
- A Python runtime for multi-entity AI collaboration — agents, humans, and tools on a shared protocol layer.☆56Jun 18, 2026Updated 3 months ago
- An automatic prompt iteration and optimization generator suitable for any scenario☆16Jan 31, 2025Updated last year
- ☆24Jan 26, 2026Updated 8 months ago
- This is a collection of recent papers on reasoning in video generation models.☆167Oct 2, 2026Updated last week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A lightweight and highly extensible Agent framework☆26Aug 24, 2026Updated last month
- Thinking with Videos from Open-Source Priors. We reproduce chain-of-frames visual reasoning by fine-tuning open-source video models. Give…☆230Apr 13, 2026Updated 5 months ago
- [MICCAI 2025] GL-LCM: Global-Local Latent Consistency Models for Fast High-Resolution Bone Suppression in Chest X-Ray Images☆17Mar 12, 2026Updated 6 months ago
- Official repository for "Visual Generation Unlocks Human-Like Reasoning through Multimodal World Models", https://arxiv.org/abs/2601.1983…☆101Mar 9, 2026Updated 7 months ago
- Github repository for "Internalizing World Models via Self-Play Finetuning for Agentic RL" (EMNLP Findings 2026)☆38Nov 1, 2025Updated 11 months ago
- The code and weight for LoVA. LoVA is a novel model for Long-form Video-to-Audio generation. Based on the Diffusion Transformer (DiT) arc…☆16Feb 27, 2025Updated last year
- [ECCV 2026] An official implementation of "EndoCoT". Scaling endogenous Chain-of-Thought (CoT) reasoning in diffusion models for complex …☆48Aug 11, 2026Updated 2 months ago
- ☆36Feb 18, 2026Updated 7 months ago
- Official repository for "RLVR-World: Training World Models with Reinforcement Learning" (NeurIPS 2025), https://arxiv.org/abs/2505.13934☆280Oct 28, 2025Updated 11 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆19Sep 30, 2026Updated last week
- [NeurIPS 2025 Spotlight] EDELINE: Enhancing Memory in Diffusion-based World Models via Linear-Time Sequence Modeling☆21Oct 18, 2025Updated 11 months ago
- Next paradigm for LLM Agent. Unify plan and action through recursive code generation for adaptive, human-like decision-making.☆571Apr 21, 2026Updated 5 months ago
- ☆18Jun 19, 2026Updated 3 months ago
- The code of the paper "DivScene: Benchmarking LVLMs for Object Navigation with Diverse Scenes and Objects"☆19May 2, 2025Updated last year
- Research works from Tencent AI Lab regarding self-evolving agents☆99Jan 30, 2026Updated 8 months ago
- We introduce 'Thinking with Video', a new paradigm leveraging video generation for multimodal reasoning. Our VideoThinkBench shows that S…☆319Aug 23, 2026Updated last month
- 🔥An open-source survey of the latest video reasoning tasks, paradigms, and benchmarks.☆193Sep 29, 2026Updated last week
- 「ECCV 2024」 PanoVOS: Bridging Non-panoramic and Panoramic Views with Transformer for Video Segmentation☆21Jul 2, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆26Jul 10, 2026Updated 3 months ago
- [NeurIPS 2026] When and How Much to Imagine: Adaptive Test-Time Scaling with World Models for Visual Spatial Reasoning☆20Sep 29, 2026Updated last week
- Vero: An Open RL Recipe for General Visual Reasoning☆149Aug 29, 2026Updated last month
- Code for paper "ClothTransformer: Unified Latent-Space Transformers for Scalable Cloth Simulation (NeurIPS 2026)"☆28Sep 26, 2026Updated 2 weeks ago
- [ICML 2026] Stable Velocity: A Variance Perspective on Flow Matching☆31Feb 19, 2026Updated 7 months ago
- Are Video Models Ready as Zero-shot Reasoners?☆88Nov 24, 2025Updated 10 months ago
- ☆15Jul 11, 2025Updated last year
- A multi-agent framework to help with your homework.☆11Mar 1, 2025Updated last year
- Official Implementation for the paper "Integrative Decoding: Improving Factuality via Implicit Self-consistency"☆33Apr 12, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Official Repository of VisGym: Diverse, Customizable, Scalable Environments for Multimodal Agents☆117May 3, 2026Updated 5 months ago
- ☆14Jun 20, 2023Updated 3 years ago
- Competition of Mechanisms: Tracing How Language Models Handle Facts and Counterfactuals; ACL 2024☆13May 24, 2024Updated 2 years ago
- [JBHI 2025] BS-LDM: Effective Bone Suppression in High-Resolution Chest X-Ray Images with Conditional Latent Diffusion Models☆28Aug 18, 2025Updated last year
- Official implementation of V-Co: A Closer Look at Visual Representation Alignment via Co-Denoising (ECCV 2026)☆26Jun 29, 2026Updated 3 months ago
- AiMed面向中文医学的人工智能大语言模型期望实现有效处理医学知识问答、医学论文阅读、医学文献检索等任务和在医学科研中的应用。☆13Feb 8, 2025Updated last year
- ☆13Feb 25, 2025Updated last year