Perouz Taslakian

UI-Vision vs GPT-5: Still holding the crown 👑 and far from saturation. GPT-5 has strengths in coding and reasoning, but when it comes to computer-use tasks, it’s still awkward to rely on it alone. And our team's UI-Vision (ICML 2025) remains a key and still unbeaten multimodal eval framework for screen understanding and grounding. What we continue to see: focused training is essential to beat our evals, and this is exactly where open-source models have been shining. A big thanks to research teams at Microsoft, OpenCUA, and UI-Tars for actively using UI-Vision to push the limits of visual screen understanding. If you are working on VLMs or screen grounding applications for ICLR submissions, UI-Vision is the place to measure and improve your systems. And we are only getting started: our next, UI-Vision-Grounding, is on the way🚀. It brings a larger dataset that the community can make use of, harder grounding tasks, and new training recipes to help models level up in grounding abilities. 🔗uivision.github.io/ 📜arxiv.org/abs/2503.15661 Big kudos to all our partners and collaborators who made this possible! @ServiceNowRSRCH, @turingcom, @Mila_Quebec, @PShravannayak, @EdwardJian2, @aarashfeizi, @gspandana, @PerouzT, Qinghong Lin, @chrisjpal, @_rabiulawal, @dvazquezcv, @joanrod_ai, @RajeswarSai