--- title: "VLN-CE vs vlmrun-hub" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/jacobkrantz-vln-ce-vs-vlm-run-vlmrun-hub" tools: ["jacobkrantz-vln-ce", "vlm-run-vlmrun-hub"] --- # VLN-CE vs vlmrun-hub *GraphCanon updated Jul 31, 2026* ## Verdict Pick VLN-CE if vLN-CE provides Python-based resources for Vision-and-Language Navigation research using Habitat. It uses the MIT license but the datasets adhere to Matterport3D terms; pick vlmrun-hub if vlmrun-hub offers predefined schemas for VLM tasks like invoice metadata extraction, integrated with popular vision-language models. [VLN-CE](https://jacobkrantz.github.io/vlnce/) reports 844 GitHub stars, 90 forks, and 29 open issues, last pushed Jan 7, 2025. [vlmrun-hub](https://docs.vlm.run/hub) has 554 stars, 25 forks, and 8 open issues, last pushed Dec 15, 2025. Figures are from public GitHub metadata via [VLN-CE's repository](https://github.com/jacobkrantz/VLN-CE) and [vlmrun-hub's repository](https://github.com/vlm-run/vlmrun-hub). | | [VLN-CE](/tools/jacobkrantz-vln-ce.md) | [vlmrun-hub](/tools/vlm-run-vlmrun-hub.md) | | --- | --- | --- | | Tagline | Vision-and-Language Navigation in Continuous Environments using Habitat | A hub for industry-specific schemas to be used with VLMs | | Stars | 844 | 554 | | Forks | 90 | 25 | | Open issues | 29 | 8 | | Language | Python | Python | | Adopt for | VLN-CE provides Python-based resources for Vision-and-Language Navigation research using Habitat. It uses the MIT license but the datasets adhere to Matterport3D terms. | vlmrun-hub offers predefined schemas for VLM tasks like invoice metadata extraction, integrated with popular vision-language models. | | Persona | - | - | | Runtime | - | - | | License | MIT | Apache-2.0 | | Categories | Computer Vision, Model Training | Computer Vision, Model Training | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [VLN-CE](/tools/jacobkrantz-vln-ce.md) | [vlmrun-hub](/tools/vlm-run-vlmrun-hub.md) | | --- | --- | --- | | Maintenance | Dormant (18%) | Slowing (36%) | | Days since push | 569d | 227d | | Open issues (now) | 29 | 8 | | Owner type | User | Organization | | Full report | [trust report](/tools/jacobkrantz-vln-ce/trust.md) | [trust report](/tools/vlm-run-vlmrun-hub/trust.md) | ## Decision facts: VLN-CE - **Adopt for:** VLN-CE provides Python-based resources for Vision-and-Language Navigation research using Habitat. It uses the MIT license but the datasets adhere to Matterport3D terms. ## Decision facts: vlmrun-hub - **Adopt for:** vlmrun-hub offers predefined schemas for VLM tasks like invoice metadata extraction, integrated with popular vision-language models. ## Choose when ### Choose VLN-CE if… - License: VLN-CE is MIT, vlmrun-hub is Apache-2.0. - Tags unique to VLN-CE: deep-learning, python, research, robotics. - When aiming to advance robotics navigation by training models on vision-language tasks with habitat-sim. ### Choose vlmrun-hub if… - License: vlmrun-hub is Apache-2.0, VLN-CE is MIT. - Tags unique to vlmrun-hub: etl, genai, json, multimodal. - When you need to quickly implement invoice metadata extraction from images using preset schemas and any chosen VLM. ## When NOT to use VLN-CE - Avoid if your project needs fully open datasets, as some VLN-CE components are restricted by Matterport3D license terms. - Steer clear if you prefer tools with built-in support for environments other than those within the Habitat simulation framework. ## When NOT to use vlmrun-hub - Avoid if you are looking for a general-purpose library without predefined domain-specific schemas like invoices or documents. - Not ideal for projects requiring real-time, low-latency VLM processing as it may introduce additional API call overhead. ## Common questions ### What is the difference between VLN-CE and vlmrun-hub? VLN-CE: Vision-and-Language Navigation in Continuous Environments using Habitat. vlmrun-hub: A hub for industry-specific schemas to be used with VLMs. See the comparison table for live GitHub stats and shared categories. ### When should I choose VLN-CE over vlmrun-hub? Choose VLN-CE over vlmrun-hub when License: VLN-CE is MIT, vlmrun-hub is Apache-2.0; Tags unique to VLN-CE: deep-learning, python, research, robotics; When aiming to advance robotics navigation by training models on vision-language tasks with habitat-sim. ### When should I choose vlmrun-hub over VLN-CE? Choose vlmrun-hub over VLN-CE when License: vlmrun-hub is Apache-2.0, VLN-CE is MIT; Tags unique to vlmrun-hub: etl, genai, json, multimodal; When you need to quickly implement invoice metadata extraction from images using preset schemas and any chosen VLM. ### When should I avoid VLN-CE? Avoid if your project needs fully open datasets, as some VLN-CE components are restricted by Matterport3D license terms. Steer clear if you prefer tools with built-in support for environments other than those within the Habitat simulation framework. ### When should I avoid vlmrun-hub? Avoid if you are looking for a general-purpose library without predefined domain-specific schemas like invoices or documents. Not ideal for projects requiring real-time, low-latency VLM processing as it may introduce additional API call overhead. ### Is VLN-CE or vlmrun-hub more popular on GitHub? VLN-CE has more GitHub stars (844 vs 554). Stars measure visibility, not whether either tool fits your constraints. ### Are VLN-CE and vlmrun-hub open source? Yes - both are open-source projects on GitHub (VLN-CE: MIT, vlmrun-hub: Apache-2.0). ### Where can I find alternatives to VLN-CE or vlmrun-hub? GraphCanon lists graph-backed alternatives at [VLN-CE alternatives](/tools/jacobkrantz-vln-ce/alternatives) and [vlmrun-hub alternatives](/tools/vlm-run-vlmrun-hub/alternatives) ([VLN-CE markdown twin](/tools/jacobkrantz-vln-ce/alternatives.md), [vlmrun-hub markdown twin](/tools/vlm-run-vlmrun-hub/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/jacobkrantz-vln-ce-vs-vlm-run-vlmrun-hub.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, VLN-CE or vlmrun-hub? VLN-CE: Dormant. vlmrun-hub: Slowing. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for VLN-CE and vlmrun-hub? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [VLN-CE trust report](/tools/jacobkrantz-vln-ce/trust); [vlmrun-hub trust report](/tools/vlm-run-vlmrun-hub/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=jacobkrantz-vln-ce`](/api/graphcanon/graph?tool=jacobkrantz-vln-ce) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_