Github repository for "Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas" (ICML 2025)
☆75May 2, 2025Updated last year
Alternatives and similar repositories for AdaptVis
Users that are interested in AdaptVis are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code and datasets for "What’s “up” with vision-language models? Investigating their struggle with spatial reasoning".☆72Feb 28, 2024Updated 2 years ago
- Training recipe for SpatialReasoner [NeurIPS 2025]☆45Apr 5, 2026Updated 5 months ago
- ☆87Nov 5, 2024Updated last year
- [CVPR 2026 Highlight] SpatialScore: Towards Comprehensive Evaluation for Spatial Intelligence☆87May 28, 2026Updated 3 months ago
- Spatial Aptitude Training for Multimodal Langauge Models☆34Feb 8, 2026Updated 7 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.
- Synthetic VQA data generation code for SpatialReasoner.☆21Nov 25, 2025Updated 9 months ago
- Code and datasets for "Text encoders are performance bottlenecks in contrastive vision-language models". Coming soon!☆11May 24, 2023Updated 3 years ago
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆91Jun 9, 2026Updated 3 months ago
- Imagine While Reasoning in Space: Multimodal Visualization-of-Thought (ICML 2025)☆78Apr 12, 2025Updated last year
- Code for "CLIP Behaves like a Bag-of-Words Model Cross-modally but not Uni-modally"☆29Aug 3, 2026Updated last month
- ☆16Jun 19, 2026Updated 3 months ago
- [ICLR 2026] OmniSpatial: Towards Comprehensive Spatial Reasoning Benchmark for Vision Language Models☆94Jan 21, 2026Updated 7 months ago
- ☆137Mar 22, 2025Updated last year
- [NeurIPS 2025] Source codes for the paper "MindJourney: Test-Time Scaling with World Models for Spatial Reasoning"☆153Nov 4, 2025Updated 10 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [ICCV 2025] Official code for Perspective-Aware Reasoning in Vision-Language Models via Mental Imagery Simulation☆66Sep 12, 2025Updated last year
- TIGeR: Tool-Integrated Geometric Reasoning in Vision-Language Models for Robotics☆23Nov 18, 2025Updated 10 months ago
- Collection of the latest spatial, 3D, and video/temporal reasoning papers☆37Sep 29, 2025Updated 11 months ago
- [ICLR'25] Official code for the paper 'MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs'☆388Apr 20, 2025Updated last year
- [NeurIPS'24] This repository is the implementation of "SpatialRGPT: Grounded Spatial Reasoning in Vision Language Models"☆338Dec 14, 2024Updated last year
- [NeurIPS 2025] Official Implementation of paper "Sherlock: Self-Correcting Reasoning in Vision-Language Models"☆31Jun 4, 2026Updated 3 months ago
- Official github repo for the paper "Compression Represents Intelligence Linearly" [COLM 2024]☆153Sep 20, 2024Updated 2 years ago
- SpatialDreamer: Incentivizing Spatial Reasoning via Active Mental Imagery☆15Feb 1, 2026Updated 7 months ago
- ☆137Jul 22, 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.
- [NeurIPS 2025 Spotlight] Official implementation of Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence☆489Feb 5, 2026Updated 7 months ago
- A paper list for spatial reasoning☆784Aug 23, 2026Updated 3 weeks ago
- [3DV 2025] Reason3D: Searching and Reasoning 3D Segmentation via Large Language Model☆124May 30, 2025Updated last year
- [ICML 2025] M-STAR (Multimodal Self-Evolving TrAining for Reasoning) Project. Diving into Self-Evolving Training for Multimodal Reasoning☆75Jul 13, 2025Updated last year
- Visual self-questioning for large vision-language assistant.☆44Jul 23, 2025Updated last year
- [ICLR'26] Traceable Evidence Enhanced Visual Grounded Reasoning: Evaluation and Methodology☆93Jan 26, 2026Updated 7 months ago
- Github repository for "Internalizing World Models via Self-Play Finetuning for Agentic RL" (EMNLP Findings 2026)☆38Nov 1, 2025Updated 10 months ago
- [NAACL 2024] Part-based, explainable and editable fine-grained image classifier that allows users to define a species in text☆13Sep 19, 2025Updated last year
- ☆16Mar 3, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Reasoning in Space via Grounding in the World (ICLR 2025)☆57Nov 3, 2025Updated 10 months ago
- ☆55Jan 17, 2025Updated last year
- Code for "Are “Hierarchical” Visual Representations Hierarchical?" in NeurIPS Workshop for Symmetry and Geometry in Neural Representation…☆23Nov 8, 2023Updated 2 years ago
- [ICLR 2026] Official implementation of the paper "📷 On the Generalization Capacities of MLLMs for Spatial Intelligence"☆31Mar 17, 2026Updated 6 months ago
- [TACL'23] VSR: A probing benchmark for spatial undersranding of vision-language models.☆150Mar 25, 2023Updated 3 years ago
- [ICLR 2025] See What You Are Told: Visual Attention Sink in Large Multimodal Models☆119Feb 16, 2025Updated last year
- [CVPR 2025 Highlight] Official code repository for "Inst3D-LMM: Instance-Aware 3D Scene Understanding with Multi-modal Instruction Tuning…☆134Jan 30, 2026Updated 7 months ago