Perception Language Models (PLMs) by Meta – A Fully Open SOTA VLM
In this video, we dive into Perception Language Models (PLMs), introduced in a recent paper from Meta titled PerceptionLM: Open-Access Data and Models for Detailed Visual Understanding.
While most vision-language models (VLMs) today are either closed or trained via distillation from black-box models, PLMs are fully open-source and trained from scratch, without relying on proprietary systems.
They achieve impressive performance, even setting new state-of-the-art results on image and video benchmarks that require detailed visual understanding.
🔗 Written Review - soon :)
🔗 Paper: https://arxiv.org/abs/2504.13180
🔗 Models & Code: https://github.com/facebookresearch/p...
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The video was edited using VideoScribe - https://tidd.ly/44TZEiX
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Chapters:
0:00 Introduction
1:25 PLM Architecture
3:40 PLM Training & Data
7:30 Results