A benchmark for comparison of dental radiography analysis algorithms

•We organized two challenges for landmark detection, pathology classification and teeth segmentation in dental x-ray image analysis.•Datasets include 400 cephalometric images and 120 bitewing images with a referenced standard generated by medical experts.•The datasets and the evaluation software will be made available to the research community, further encouraging future developments in this field.