facebookresearch/efm3d
This is the official release for the paper "EFM3D A Benchmark for Measuring Progress Towards 3D Egocentric Foundation Models" (https//arxiv.org/abs/2406.10224).
⚡ Executive Summary & Quick Facts
Authoritative Sourceefm3d is efm3d is an open-source project written in Python: This is the official release for the paper "EFM3D A Benchmark for Measuring Progress Towards 3D Egocentric Foundation Models" (https//arxiv.org/abs/2406.10224). ..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), facebookresearch/efm3d has accumulated 188 GitHub stars and 15 forks. It is written in Python, licensed under Apache-2.0, and ranks #20,145 globally. It is actively maintained with the latest commit recorded on Nov 8, 2026.”
| Repository | facebookresearch/efm3d ↗ |
|---|---|
| Primary Category | developer tools |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 188 stars · ⑂ 15 forks · #20,145 globally |
| Maintenance | ● Active (Last commit: Nov 8, 2026) · 1 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 93/100 · Grade A+Yes, efm3d is actively maintained. Continuous telemetry recorded the last code commit on Nov 8, 2026 (6 days ago). Supported by 188 stars and 15 community forks, this repository holds a calculated health index of 93/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+10
STARS · LAST 30 DAYS
1
PER DAY
#2,689
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
efm3d gained 10 stars in the last 30 days, about 1 a day, and now has 188. It is about 2 years old and has averaged roughly 94 stars a year. It ranks #2,689 among Python repositories and #20,145 across all languages on GitHubRepo.
Trending Record
7
DAYS ON TRENDING
#18564
BEST RANK
Nov 8, 2026
FIRST APPEARANCE
Active
STATUS TODAY
efm3d has maintained a continuous presence across global trending indexes, peaking at #18564. Below is the 30-day activity profile:
💡 Overview
efm3d is an open-source project written in Python: This is the official release for the paper "EFM3D A Benchmark for Measuring Progress Towards 3D Egocentric Foundation Models" (https//arxiv.org/abs/2406.10224). .
Engineered for speed, consistency, and developer ease, it solves common hurdles in Python. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install efm3d⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
efm3d coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Production System Integration
Embed efm3d into Python backend services to handle core application logic.
CI/CD Automated Pipelines
Run automated validation, builds, and integration suites during deployments.
Developer Tooling & Workflows
Accelerate developer onboarding with pre-configured project utilities.
Open Source Extension
Fork and customize internal modules under the repository's open Apache-2.0 license.
🚀 Getting Started
Install efm3d using your package manager: `pip install efm3d`
Initialize your project workspace or configuration file for efm3d.
Import efm3d into your codebase or invoke it directly from your terminal.
Execute your test suite or run `efm3d --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
facebookresearch/efm3d is currently ranked #20,145 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #20,092 | mstcvk/mc-download-manager | Swift | ★ 189 | Compare ↗ |
| #20,092 | saulob/odin-sphere-leifthrasir-pc | C++ | ★ 189 | Compare ↗ |
| #20,092 | skeeto/prospero | C++ | ★ 189 | Compare ↗ |
| #20,092 | turquoiseouroboros/Exodus-Balance-Flasher | Python | ★ 189 | Compare ↗ |
| #20,092 | Balanov/shim | Go | ★ 189 | Compare ↗ |
| #20,145 | facebookresearch/efm3d This Project | Python | ★ 188 | |
| #20,145 | ahe/2dc_jqgrid | JavaScript | ★ 188 | Compare ↗ |
| #20,145 | apache/directory-server | Java | ★ 188 | Compare ↗ |
| #20,145 | dbyler/omnifocus-scripts | AppleScript | ★ 188 | Compare ↗ |
| #20,145 | sparks/themidibus | Java | ★ 188 | Compare ↗ |
| #20,145 | pilif/tempalias | JavaScript | ★ 188 | Compare ↗ |
Frequently Asked Questions
What does efm3d do? +
This is the official release for the paper "EFM3D A Benchmark for Measuring Progress Towards 3D Egocentric Foundation Models" (https//arxiv.org/abs/2406.10224).
Is efm3d actively maintained in 2026? +
Yes, efm3d is actively maintained. The latest code push was recorded on Nov 8, 2026 (6 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 188 stars and 1 open issues.
What language is efm3d written in? +
The primary language is Python. Topics include: software.
How many stars does efm3d have? +
efm3d has 188 stars and 15 forks on GitHub.
How does efm3d rank among GitHub repositories? +
With 188 stars, facebookresearch/efm3d is ranked #20,145 globally across all repositories tracked on GitHubRepo and #2,689 among Python projects.
What license is efm3d distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
