Tldr (the original paper); Fine tuned ResNet-50 and VGG-16 classifiers are pretty good at identifying ancient pottery fragments found in the South Western USA while human expert seem quite poor at it.

Also, archeology papers have nice maps and photos. Open access paper here:

https://www.sciencedirect.com/science/article/pii/S030544032...