An interesting observation is a significant decrease in performance of both the public and retrained MIST models on the CASMI 2022 dataset (figure ), however, which is in contrast to the performance levels reported in the original MIST publication and on the provided test set (figure ). To delve deeper into this discrepancy, we also assessed the full MIST model described by Goldman et al. [2], which was trained on both public and commercial data, and which was generously made available by the authors. Although this model demonstrates an enhanced performance on the original MIST test data, its efficacy on the CASMI 2022 dataset mirrored the substantial decline observed with the other models.