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.
☆66Feb 4, 2026Updated 5 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.☆66Mar 26, 2026Updated 3 months ago
- A Python runtime for multi-entity AI collaboration — agents, humans, and tools on a shared protocol layer.☆50Jun 18, 2026Updated last month
- An automatic prompt iteration and optimization generator suitable for any scenario☆16Jan 31, 2025Updated last year
- This is a collection of recent papers on reasoning in video generation models.☆165Updated this week
- ☆22Jan 26, 2026Updated 5 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 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 3 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 4 months ago
- Self Supervised Prompt Optimization.☆75Oct 19, 2025Updated 9 months ago
- [EMNLP 2024 Findings] Wrong-of-Thought: An Integrated Reasoning Framework with Multi-Perspective Verification and Wrong Information☆13Oct 1, 2024Updated last year
- Official repository for "Visual Generation Unlocks Human-Like Reasoning through Multimodal World Models", https://arxiv.org/abs/2601.1983…☆100Mar 9, 2026Updated 4 months ago
- Github repository for "Internalizing World Models via Self-Play Finetuning for Agentic RL"☆36Nov 1, 2025Updated 8 months ago
- [ECCV 2026] An official implementation of "EndoCoT". Scaling endogenous Chain-of-Thought (CoT) reasoning in diffusion models for complex …☆43Jun 26, 2026Updated 3 weeks 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
- Official repository for "RLVR-World: Training World Models with Reinforcement Learning" (NeurIPS 2025), https://arxiv.org/abs/2505.13934☆269Oct 28, 2025Updated 8 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆36Feb 18, 2026Updated 5 months ago
- ☆17Jun 23, 2026Updated last month
- [NeurIPS 2025 Spotlight] EDELINE: Enhancing Memory in Diffusion-based World Models via Linear-Time Sequence Modeling☆19Oct 18, 2025Updated 9 months ago
- Next paradigm for LLM Agent. Unify plan and action through recursive code generation for adaptive, human-like decision-making.☆561Apr 21, 2026Updated 3 months ago
- ☆15Jun 19, 2026Updated last month
- ☆17Jun 10, 2025Updated last year
- Research works from Tencent AI Lab regarding self-evolving agents☆97Jan 30, 2026Updated 5 months ago
- [Arxiv 2025] In-Video Instructions: Visual Signals as Generative Control☆45Nov 25, 2025Updated 7 months ago
- We introduce 'Thinking with Video', a new paradigm leveraging video generation for multimodal reasoning. Our VideoThinkBench shows that S…☆314Jun 21, 2026Updated last month
- 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.
- 🔥An open-source survey of the latest video reasoning tasks, paradigms, and benchmarks.☆189Jun 14, 2026Updated last month
- When and How Much to Imagine: Adaptive Test-Time Scaling with World Models for Visual Spatial Reasoning☆18Jun 2, 2026Updated last month
- Vero: An Open RL Recipe for General Visual Reasoning☆134Jun 19, 2026Updated last month
- Code for paper "ClothTransformer: Unified Latent-Space Transformers for Scalable Cloth Simulation"☆23Updated this week
- Code for "Predicting What Matters: Robust Generalist Robot Policy Learning via Future Semantic Mask".☆32Jun 8, 2026Updated last month
- [ICML 2026] Stable Velocity: A Variance Perspective on Flow Matching☆29Feb 19, 2026Updated 5 months ago
- 🌟 手把手教你在论文中插入代码链接☆25Aug 2, 2025Updated 11 months ago
- ☆15Jul 11, 2025Updated last year
- Official Implementation for the paper "Integrative Decoding: Improving Factuality via Implicit Self-consistency"☆33Apr 12, 2025Updated last year
- 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.
- Official Repository of VisGym: Diverse, Customizable, Scalable Environments for Multimodal Agents☆114May 3, 2026Updated 2 months ago
- ☆13Jun 20, 2023Updated 3 years ago
- Official implementation of V-Co: A Closer Look at Visual Representation Alignment via Co-Denoising (ECCV 2026)☆27Jun 29, 2026Updated 3 weeks 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
- [ICLR 2026] VerifyBench: Benchmarking Reference-based Reward Systems for Large Language Models☆21Feb 18, 2026Updated 5 months ago
- [ECCV 2026] Official repo of "Chain-of-Visual-Thought: Teaching VLMs to See and Think Better with Continuous Visual Tokens"☆376Apr 17, 2026Updated 3 months ago