open-compass/VLMEvalKit

Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks

Python4,480 stars797 forksApache-2.0

chatgpt claude clip computer-vision evaluation gemini gpt gpt-4v gpt4 large-language-models llava llm multi-modal openai openai-api pytorch qwen vit vqa

Momentum

open-compass/VLMEvalKit has 4,480 GitHub stars. It gained +1 stars over 3 recorded days in the last 7 days and +23 over 12 recorded days in the last 30 days (snapshots through Nov 10, 2026).

Its biggest recent day was Oct 27, 2026, with +9 stars.

It currently ranks #2975 daily, #4368 weekly, #4506 monthly by momentum on Trending Repos; its best-ever rank is #355.

Trending Repos first recorded it on May 15, 2026.

Rankings

PeriodRankScore

Daily

#29751.5

Weekly

#43680.6

Monthly

#45060.9

How scoring works

Engagement

Total stars

Daily new stars

Embeds

Best rank #355

Format

Markdown

[![open-compass/VLMEvalKit badge](https://trending-repos.com/badge/open-compass/VLMEvalKit.svg?v=3)](https://trending-repos.com/repositories/open-compass/VLMEvalKit?utm_source=github&utm_medium=badge)

Date	Stars gained	Total stars	Forks gained
Nov 6, 2026	-1	4,473	+1
Nov 5, 2026	+2	4,474	0
Nov 4, 2026	0	4,472	0
Nov 3, 2026	+2	4,472	+1
Oct 28, 2026	+2	4,468	0
Oct 27, 2026	+9	4,466	+2
Oct 22, 2026	0	4,450	-8
Oct 21, 2026	+4	4,450	-29
Oct 20, 2026	+1	4,446	+9
Oct 16, 2026	+3	4,443	+2
Oct 15, 2026	+1	4,440	+4
Oct 14, 2026	0	4,439	0

open-compass/VLMEvalKit

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open-compass/VLMEvalKit

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