SpaceR: The first MLLM empowered by SG-RLVR for video spatial reasoning
☆112Jul 9, 2025Updated last year
Alternatives and similar repositories for SpaceR
Users that are interested in SpaceR are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS 2025 Spotlight] Official implementation of Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence☆497Feb 5, 2026Updated 9 months ago
- Official repo and evaluation implementation of VSI-Bench☆753Aug 5, 2025Updated last year
- STI-Bench : Are MLLMs Ready for Precise Spatial-Temporal World Understanding?☆40Jan 12, 2026Updated 9 months ago
- Official repo of the paper "Reasoning Paths with Reference Objects Elicit Quantitative Spatial Reasoning in Large Vision-Language Models"☆13Oct 30, 2024Updated 2 years ago
- [CVPR 2026 Highlight] SpatialScore: Towards Comprehensive Evaluation for Spatial Intelligence☆93May 28, 2026Updated 5 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Multi-step reasoning MLLM☆26Mar 8, 2026Updated 7 months ago
- [CVPR 2026] VLM-3R: Vision-Language Models Augmented with Instruction-Aligned 3D Reconstruction☆454Jul 15, 2026Updated 3 months ago
- The code for paper 'Learning from Videos for 3D World: Enhancing MLLMs with 3D Vision Geometry Priors'☆261Nov 28, 2025Updated 11 months ago
- ☆42Jun 9, 2025Updated last year
- [CVPR 2025] The code for paper ''Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding''.☆227Jun 4, 2025Updated last year
- [NeurIPS 2025 Spotlight] Official Implementation for Spatial Understanding from Videos: Structured Prompts Meet Simulation Data☆18Jul 2, 2026Updated 4 months ago
- [NeurIPS 2025] From Flatland to Space (SPAR). A large-scale dataset & benchmark for 3D spatial perception and reasoning in VLMs.☆100Oct 24, 2026Updated last week
- Benchmark and training code for MindCube: spatial mental modeling in vision-language models from limited views.☆176Aug 23, 2026Updated 2 months ago
- Video-R1: Reinforcing Video Reasoning in MLLMs [🔥the first paper to explore R1 for video]☆897Dec 14, 2025Updated 10 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- [CVPR'25 Highlight] A VQA benchmark for 6D spatial reasoning.☆20Apr 29, 2026Updated 6 months ago
- [ICLR 2026] SpatialLadder: Progressive Training for Spatial Reasoning in Vision-Language Models☆104Jun 9, 2026Updated 4 months ago
- [NeurIPS'24] This repository is the implementation of "SpatialRGPT: Grounded Spatial Reasoning in Vision Language Models"☆342Dec 14, 2024Updated last year
- Seeing from Another Perspective: Evaluating Multi-View Understanding in MLLMs☆71Mar 22, 2026Updated 7 months ago
- [ICCV'25] Ross3D: Reconstructive Visual Instruction Tuning with 3D-Awareness☆71Jul 22, 2025Updated last year
- This is the official implementation of ViCA2 (Visuospatial Cognitive Assistant 2), a multimodal large language model designed for advance…☆12Dec 15, 2025Updated 10 months ago
- [ECCV2026] Visual Spatial Tuning☆215Mar 25, 2026Updated 7 months ago
- [ICLR 2026] OmniSpatial: Towards Comprehensive Spatial Reasoning Benchmark for Vision Language Models☆95Jan 21, 2026Updated 9 months ago
- [ICLR 2026] MMSI-Bench: A Benchmark for Multi-Image Spatial Intelligence☆112Apr 28, 2026Updated 6 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- [CVPR 2025] Beacon3D: Object-centric Evaluation for 3D Grounding-QA☆29Nov 25, 2025Updated 11 months ago
- A paper list for spatial reasoning☆801Aug 23, 2026Updated 2 months ago
- Compose multimodal datasets 🎹☆594Updated this week
- [NeurIPS 2026 Reviewed (5/4/4 - A/WA/WA)] 3D-R1: Enhancing Reasoning in 3D VLMs for Unified Scene Understanding☆417Sep 25, 2026Updated last month
- [NeurIPS 2025] 3DRS: MLLMs Need 3D-Aware Representation Supervision for Scene Understanding☆161Dec 9, 2025Updated 10 months ago
- [ECCV 2026] Spatial-TTT: Streaming Visual-based Spatial Intelligence with Test-Time Training☆282Jun 19, 2026Updated 4 months ago
- [ECCV 2026] ViewSpatial-Bench:Evaluating Multi-perspective Spatial Localization in Vision-Language Models☆85Mar 9, 2026Updated 7 months ago
- ☆27Jun 5, 2025Updated last year
- The official repo for SpaceVista: All-Scale Visual Spatial Reasoning from mm to km.☆43May 26, 2026Updated 5 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.
- [CVPR 2026] Multi-SpatialMLLM: Multi-Frame Spatial Understanding with Multi-Modal Large Language Models☆180Feb 25, 2026Updated 8 months ago
- ☆95Aug 7, 2026Updated 3 months ago
- [ICLR 2026] "VideoReasonBench: Can MLLMs Perform Vision-Centric Complex Video Reasoning?", Yuanxin Liu, Kun Ouyang, Haoning Wu, Yi Liu, L…☆41Jan 30, 2026Updated 9 months ago
- Github repository for "Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas" (ICML 2025)☆76May 2, 2025Updated last year
- Holistic Evaluation of Multimodal LLMs on Spatial Intelligence☆134Jul 1, 2026Updated 4 months ago
- [CVPR 2026] Official release of "Spatial-SSRL: Enhancing Spatial Understanding via Self-Supervised Reinforcement Learning"☆141Oct 12, 2026Updated 3 weeks ago
- Code release for 'Struct2D: A Perception-Guided Framework for Spatial Reasoning in MLLMs' (NeurIPS 2025)☆32Oct 28, 2025Updated last year