This repository collects and organises state‑of‑the‑art papers on spatial reasoning for Multimodal Vision–Language Models (MVLMs).
☆323Feb 17, 2026Updated 6 months ago
Alternatives and similar repositories for Awesome-Multimodal-Spatial-Reasoning
Users that are interested in Awesome-Multimodal-Spatial-Reasoning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- SAM4SS: Tailoring SAM and SAM2 for Semantic Segmentation☆11Jul 31, 2024Updated 2 years ago
- Code & Weights for “Learning Robust Anymodal Segmentor with Unimodal and Cross-modal Distillation”☆15Dec 6, 2024Updated last year
- A paper list for spatial reasoning☆782Aug 23, 2026Updated 2 weeks ago
- Panoramic Affordance Prediction (PAP) (ECCV 2026)☆47Jun 29, 2026Updated 2 months ago
- [CVPR Workshop Best Paper Award] Benchmarking Multi-modal Semantic Segmentation under Sensor Failures: Missing and Noisy Modality Robustn…☆19Nov 4, 2025Updated 10 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- MemorySAM: Memorize Modalities and Semantics with Segment Anything Model 2 for Multi-modal Semantic Segmentation☆45Nov 4, 2025Updated 10 months ago
- ☆95Oct 10, 2025Updated 11 months ago
- 🔥An open-source survey of the latest video reasoning tasks, paradigms, and benchmarks.☆191Jun 14, 2026Updated 2 months ago
- When and How Much to Imagine: Adaptive Test-Time Scaling with World Models for Visual Spatial Reasoning☆19Jun 2, 2026Updated 3 months ago
- [ACL2026 Main] Data & Code of "Are We Using the Right Benchmark: An Evaluation Framework for Visual Token Compression Methods"☆37Apr 9, 2026Updated 5 months ago
- [CVPR 2026] Official release of "Spatial-SSRL: Enhancing Spatial Understanding via Self-Supervised Reinforcement Learning"☆140Apr 7, 2026Updated 5 months ago
- PhysToolBench: Benchmarking Physical Tool Understanding for MLLMs☆31Jul 20, 2026Updated last month
- [NeurIPS 2025] Reinforcing Spatial Reasoning in Vision-Language Models with Interwoven Thinking and Visual Drawing☆99Jul 27, 2025Updated last year
- Code for "Understanding-in-Generation:Reinforcing Generative Capability of Unified Model via Infusing Understanding into Generation"☆16Nov 11, 2025Updated 10 months 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.
- SpatialDreamer: Incentivizing Spatial Reasoning via Active Mental Imagery☆15Feb 1, 2026Updated 7 months ago
- Awesome-Streaming-Video-Avatar☆25Jul 29, 2026Updated last month
- View planning with multi-turn VLM agents: ViewSuite 6-DoF benchmark on real ScanNet scenes + iterative RL-SFT training☆24Updated this week
- Awesome-RAG-Vision: a curated list of advanced retrieval augmented generation (RAG) for Computer Vision☆342Jan 25, 2026Updated 7 months ago
- A curated list of awesome papers for reconstructing 4D spatial intelligence from video. (arXiv 2507.21045)☆523Updated this week
- The official repo for SpaceVista: All-Scale Visual Spatial Reasoning from mm to km.☆44May 26, 2026Updated 3 months ago
- ☆12Jul 24, 2023Updated 3 years ago
- Benchmark and training code for MindCube: spatial mental modeling in vision-language models from limited views.☆171Aug 23, 2026Updated 2 weeks ago
- [NeurIPS 2025] Source codes for the paper "MindJourney: Test-Time Scaling with World Models for Spatial Reasoning"☆152Nov 4, 2025Updated 10 months ago
- 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.
- Cambrian-S: Towards Spatial Supersensing in Video☆567Apr 3, 2026Updated 5 months ago
- ☆17Jun 21, 2026Updated 2 months ago
- [ICML 2026] LatentMorph: Morphing Latent Reasoning into Image Generation☆50May 5, 2026Updated 4 months ago
- Official Implementation of "Geometrically-Constrained Agent for Spatial Reasoning"☆93Apr 7, 2026Updated 5 months ago
- Code for Panoramic Semantic Segmentation☆16Apr 26, 2024Updated 2 years ago
- Strefer: Empowering Video LLMs with Space-Time Referring and Reasoning via Synthetic Instruction Data☆19Jun 2, 2026Updated 3 months ago
- [CVPR 2026] Scaling Spatial Intelligence with Multimodal Foundation Models☆300May 14, 2026Updated 3 months ago
- [CVPR 2026] VLM-3R: Vision-Language Models Augmented with Instruction-Aligned 3D Reconstruction☆445Jul 15, 2026Updated last month
- [EMNLP 2026 Main] Think, Act, Build: An Agentic Framework with Vision Language Models for Zero-Shot 3D Visual Grounding☆28Aug 21, 2026Updated 3 weeks 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.
- Collection of the latest spatial, 3D, and video/temporal reasoning papers☆37Sep 29, 2025Updated 11 months ago
- [ICLR 2026] SpatialLadder: Progressive Training for Spatial Reasoning in Vision-Language Models☆99Jun 9, 2026Updated 3 months ago
- A4-Agent: An Agentic Framework for Zero-Shot Affordance Reasoning (ECCV 2026)☆43Jun 29, 2026Updated 2 months ago
- Official code for "Rethinking Chain-of-Thought Reasoning for Videos"☆21Dec 14, 2025Updated 8 months ago
- Next paradigm for LLM Agent. Unify plan and action through recursive code generation for adaptive, human-like decision-making.☆567Apr 21, 2026Updated 4 months ago
- THEORY OF SPACE: a benchmark for evaluating whether foundation models can actively explore under partial observability efficiently to bui…☆87Feb 27, 2026Updated 6 months ago
- SPAgent, a foundation agent for understanding, reasoning over, and operating within the physical and spatial world.☆222Sep 3, 2026Updated last week