Comparison
stable-diffusion vs 3D-Mem
Verdict
Pick stable-diffusion when stable-diffusion is primarily Jupyter Notebook; 3D-Mem is Python; pick 3D-Mem when 3D-Mem is primarily Python; stable-diffusion is Jupyter Notebook.
Markdown twin · stable-diffusion alternatives · 3D-Mem alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | stable-diffusion | 3D-Mem |
|---|---|---|
| Maintenance | Dormant (753d since push) As of today · github_public_v1 | Slowing (281d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | No lockfile As of today · none |
Tagline
- stable-diffusion
- A latent text-to-image diffusion model
- 3D-Mem
- [CVPR 2025] Source codes for the paper "3D-Mem: 3D Scene Memory for Embodied Exploration and Reasoning"
Stars
- stable-diffusion
- 73k
- 3D-Mem
- 264
Forks
- stable-diffusion
- 11k
- 3D-Mem
- 17
Open issues
- stable-diffusion
- 617
- 3D-Mem
- 3
Language
- stable-diffusion
- Jupyter Notebook
- 3D-Mem
- Python
Adopt for
- stable-diffusion
- -
- 3D-Mem
- -
Persona
- stable-diffusion
- -
- 3D-Mem
- -
Runtime
- stable-diffusion
- -
- 3D-Mem
- -
License
- stable-diffusion
- Other
- 3D-Mem
- MIT
Last pushed
- stable-diffusion
- Jun 18, 2024
- 3D-Mem
- Oct 2, 2025
Categories
- stable-diffusion
- Model Training, Computer Vision
- 3D-Mem
- Vector Databases, Model Training, Computer Vision
Trust and health
Maintenance
- stable-diffusion
- Dormant (18%)
- 3D-Mem
- Slowing (36%)
Days since push
- stable-diffusion
- 753d
- 3D-Mem
- 281d
Open issues (now)
- stable-diffusion
- 617
- 3D-Mem
- 3
Full report
- stable-diffusion
- Trust report
- 3D-Mem
- Trust report
Shared compatibility
- Python · stable-diffusion: Python runtime · 3D-Mem: Python runtime
Choose stable-diffusion if…
- stable-diffusion is primarily Jupyter Notebook; 3D-Mem is Python.
- License: stable-diffusion is Other, 3D-Mem is MIT.
- Tags unique to stable-diffusion: jupyter notebook.
When NOT to use stable-diffusion
- Last GitHub push was 754 days ago (dormant maintenance, Jun 18, 2024). Validate activity before betting a new project on stable-diffusion.
- Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
Choose 3D-Mem if…
- 3D-Mem is primarily Python; stable-diffusion is Jupyter Notebook.
- License: 3D-Mem is MIT, stable-diffusion is Other.
- Tags unique to 3D-Mem: spatial-intelligence, embodied-ai, ai, python.
- Also covers Vector Databases.
When NOT to use 3D-Mem
- Last GitHub push was 282 days ago (slowing maintenance, Oct 2, 2025). Validate activity before betting a new project on 3D-Mem.
- Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
- Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (CompVis/stable-diffusion) · observed Jul 11, 2026
- GitHub forks (CompVis/stable-diffusion) · observed Jul 11, 2026
- Last push (CompVis/stable-diffusion) · observed Jun 18, 2024
- License file (Other) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (UMass-Embodied-AGI/3D-Mem) · observed Jul 11, 2026
- GitHub forks (UMass-Embodied-AGI/3D-Mem) · observed Jul 11, 2026
- Last push (UMass-Embodied-AGI/3D-Mem) · observed Oct 2, 2025
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: stable-diffusion 73k · 3D-Mem 264 (synced Jul 11, 2026).
Common questions
- What is the difference between stable-diffusion and 3D-Mem?
- stable-diffusion: A latent text-to-image diffusion model. 3D-Mem: [CVPR 2025] Source codes for the paper "3D-Mem: 3D Scene Memory for Embodied Exploration and Reasoning". See the comparison table for live GitHub stats and shared categories.
- When should I choose stable-diffusion over 3D-Mem?
- Choose stable-diffusion over 3D-Mem when stable-diffusion is primarily Jupyter Notebook; 3D-Mem is Python; License: stable-diffusion is Other, 3D-Mem is MIT; Tags unique to stable-diffusion: jupyter notebook.
- When should I choose 3D-Mem over stable-diffusion?
- Choose 3D-Mem over stable-diffusion when 3D-Mem is primarily Python; stable-diffusion is Jupyter Notebook; License: 3D-Mem is MIT, stable-diffusion is Other; Tags unique to 3D-Mem: spatial-intelligence, embodied-ai, ai, python; Also covers Vector Databases.
- When should I avoid stable-diffusion?
- Last GitHub push was 754 days ago (dormant maintenance, Jun 18, 2024). Validate activity before betting a new project on stable-diffusion. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
- When should I avoid 3D-Mem?
- Last GitHub push was 282 days ago (slowing maintenance, Oct 2, 2025). Validate activity before betting a new project on 3D-Mem. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
- Is stable-diffusion or 3D-Mem more popular on GitHub?
- stable-diffusion has more GitHub stars (73,179 vs 264). Stars measure visibility, not whether either tool fits your constraints.
- Are stable-diffusion and 3D-Mem open source?
- Yes - both are open-source projects on GitHub (stable-diffusion: Other, 3D-Mem: MIT).
- Where can I find alternatives to stable-diffusion or 3D-Mem?
- GraphCanon lists graph-backed alternatives at stable-diffusion alternatives and 3D-Mem alternatives (stable-diffusion markdown twin, 3D-Mem 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, stable-diffusion or 3D-Mem?
- stable-diffusion: Dormant. 3D-Mem: 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 stable-diffusion and 3D-Mem?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: stable-diffusion trust report; 3D-Mem trust report.