I was ridiculously excited when I first read about this in October (if I remember correctly) last year, when a few of the first results were beginning to pop out. I found the methodology fascinating. First of all the digital unwrapping of the scrolls, then the recognition that crackling in the paper was the sign of ink, and finally putting together a model to detect it, piece by piece. I need to look into the final repository to understand what exactly they did, but they seem to have used a TimeSFormer. I'm confused by this choice as I thought it was for video. How did they apply this to images? In the end though, what a wonderful day for archeology. These young minds deserve a huge round of applause for what they have achieved.