AnatoProto outperforms the strongest foundation-model baseline by 13.20 F1 points and the strongest video temporal-action-detection baseline by 15.76 F1 points on the ACOUSLIC-AI benchmark

On the ACOUSLIC-AI benchmark, AnatoProto reaches a test F1 of 67.72, outperforming the strongest foundation-model baseline (FetalCLIP + PRS, F1 = 54.52) by +13.20 F1 and the strongest video temporal-action-detection baseline (TriDet + PRS) by +15.76 F1

http://arxiv.org/abs/2608.27051v1