Comparison
VLN-CE vs vlmrun-hub
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.
Markdown twin · VLN-CE alternatives · vlmrun-hub alternatives
GraphCanon updated 3w
vs
Trust & integrity
| Signal | VLN-CE | vlmrun-hub |
|---|---|---|
| Maintenance | Dormant (569d since push) As of 3w · github_public_v1 | Slowing (227d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Personal account As of 3w · github_public_v1 | Not a fork · Organization account As of 3w · github_public_v1 |
| OSV dependency advisories | Published findings As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- VLN-CE
- Vision-and-Language Navigation in Continuous Environments using Habitat
- vlmrun-hub
- A hub for industry-specific schemas to be used with VLMs
Stars
- VLN-CE
- 844
- vlmrun-hub
- 554
Forks
- VLN-CE
- 90
- vlmrun-hub
- 25
Open issues
- VLN-CE
- 29
- vlmrun-hub
- 8
Language
- VLN-CE
- Python
- vlmrun-hub
- Python
Adopt for
- VLN-CE
- 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
- vlmrun-hub offers predefined schemas for VLM tasks like invoice metadata extraction, integrated with popular vision-language models.
Persona
- VLN-CE
- -
- vlmrun-hub
- -
Runtime
- VLN-CE
- -
- vlmrun-hub
- -
License
- VLN-CE
- MIT
- vlmrun-hub
- Apache-2.0
Last pushed
- VLN-CE
- Jan 7, 2025
- vlmrun-hub
- Dec 15, 2025
Categories
- VLN-CE
- Computer Vision, Model Training
- vlmrun-hub
- Computer Vision, Model Training
Trust and health
Maintenance
- VLN-CE
- Dormant (18%)
- vlmrun-hub
- Slowing (36%)
Days since push
- VLN-CE
- 569d
- vlmrun-hub
- 227d
Open issues (now)
- VLN-CE
- 29
- vlmrun-hub
- 8
Owner type
- VLN-CE
- User
- vlmrun-hub
- Organization
OSV dependency advisories
- VLN-CE
- Published findings
- vlmrun-hub
- No lockfile (source not queried)
Full report
- VLN-CE
- Trust report
- vlmrun-hub
- Trust report
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.
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.
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 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (jacobkrantz/VLN-CE) · observed Jul 31, 2026
- GitHub forks (jacobkrantz/VLN-CE) · observed Jul 31, 2026
- Last push (jacobkrantz/VLN-CE) · observed Jan 7, 2025
- License file (MIT) · observed Jul 31, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (vlm-run/vlmrun-hub) · observed Jul 31, 2026
- GitHub forks (vlm-run/vlmrun-hub) · observed Jul 31, 2026
- Last push (vlm-run/vlmrun-hub) · observed Dec 15, 2025
- License file (Apache-2.0) · observed Jul 31, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: VLN-CE 844 · vlmrun-hub 554 (synced Jul 31, 2026).
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 and vlmrun-hub alternatives (VLN-CE markdown twin, vlmrun-hub markdown twin), 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 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; vlmrun-hub trust report.