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/perception_models ___________________ 🔔 Subscribe for more AI paper reviews! 📩 Join the newsletter → https://aipapersacademy.com/newsletter/ Patreon - https://www.patreon.com/aipapersacademy The video was edited using VideoScribe - https://tidd.ly/44TZEiX ___________________ Chapters: 0:00 Introduction 1:25 PLM Architecture 3:40 PLM Training & Data 7:30 Results