Table 1. Model performance across different datasets.

Dataset Model Dice mIoU
CryoNuSeg U-Net 0.7371 0.610
DDU-Net 0.8143 0.6822
U-Net3+ 0.778 0.6432
AWGUNET 0.764 0.6381
eU-Net3+ 0.8401 0.7644
SAM +eU-Net3+ 0.8942 0.8164
NuInsSeg U-Net 0.7997 0.6781
DDU-Net 0.7154 0.6133
U-Net3+ 0.7844 0.7261
AWGUNET 0.7792 0.7236
eU-Net3+ 0.8307 0.8163
SAM +eU-Net3+ 0.9399 0.8938
CoNIC U-Net 0.7353 0.6214
DDU-Net 0.827 0.7347
U-Net3+ 0.8474 0.7992
AWGUNET 0.8419 0.7944
eU-Net3+ 0.8966 0.8539
SAM +eU-Net3+ 0.9351 0.8869