PyPI Stats
EvolvingLMMs-Lab

lmms-eval

One-for-All Multimodal Evaluation Toolkit Across Text, Image, Video, and Audio Tasks
PyPI GitHub

Shared Repository

This package shares its GitHub repository (EvolvingLMMs-Lab/lmms-eval) with 1 other package. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
369
Week
2.1K
Month
16.3K
Stars
4.1K
Forks
578
Issues
26
Version
0.7.1

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
70
Popularity
78
Adoption
42
Community
80
How the maintenance status was determined
Last commit
9 days ago
Monthly downloads
16,318
• Active
Activity within 30 days
Stable
Activity within 31-180 days
Minimal
Activity within 181-365 days, or no activity data
At Risk
No activity for > 365 days, but > 10,000 monthly downloads
Archived
Repository flagged as archived on GitHub
How the popularity category was determined
Monthly downloads
16,318
Stars
4,088
Stars per 1k downloads
250.52
Industry Standard
> 10,000,000 monthly downloads
Hidden Gem
< 0.5 stars per 1k downloads and > 100,000 monthly downloads
• Community Favorite
> 5 stars per 1k downloads
Rising Star
Balanced ratio of stars to downloads
Unknown
Fewer than 1,000 monthly downloads, or no star data
How download momentum is calculated
Week daily avg
297
Month daily avg
544
Momentum
-45.5%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.10
Cutting Edge
Minimum supported version is 3.12 or newer
• Modern
Minimum supported version is 3.9, 3.10, or 3.11
Legacy
Supports 3.8 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
MIT
• Permissive
MIT, Apache, BSD, ISC, Unlicense, CC0, etc.
Copyleft
GPL, LGPL, AGPL, MPL, EPL, etc.
Proprietary
Commercial, all rights reserved, custom EULAs
Unknown
No license specified, or none of the above match
How the release cadence was determined
Last release
52 days ago
Total releases
8
Releases/year
3.7
Rapid
Last release within 365 days and > 12 releases/year
• Regular
Last release within 365 days
Slow
Last release 366-730 days ago
Stalled
Last release > 730 days ago, or no releases
Unknown
No usable release date available
How contributor risk was determined
Contributors
191
Monthly downloads
16,318
High Load
≤ 2 contributors and ≥ 50,000 monthly downloads
Moderate Load
< 10 contributors and ≥ 500,000 monthly downloads
Low Load
< 25 contributors and ≥ 5,000,000 monthly downloads, or sole maintainer with ≥ 10,000 monthly downloads
• Balanced
Enough contributors for the package's popularity
Unknown
No contributor data available
Engagement
75
 
Issue Burden
6.4
per 1k stars
Discussions
0.7
per 1k stars
Fork Ratio
33.0%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 106

Python Versions

3.13
40.6% 43
3.12
39.6% 42
3.10
14.2% 15
3.11
5.7% 6

Top Countries

1. US US
51
2. CH CH
25
3. DE DE
7
4. SG SG
6
5. TN TN
3
6. CA CA
2
7. CN CN
2
8. HK HK
2
9. JP JP
2
10. MY MY
2

Dependencies

52
36 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
MIT
First Release
March 6, 2024
Last Release
1 month ago
Last Commit
1 week ago
Latest Version
0.7.1
Total Releases
8
Contributors
191
Open PRs
16
Archived
No
Python Versions
3
Wheels
py3
Topics
agi evaluation large-language-models multimodal audio-evaluation benchmark llm-evaluation video-understanding vision-language-model vlm multimodal-evaluation
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links