Gland Segmentation on GlaS

0.8684mIoU

ours w/o OEEM

Updated 1mo ago

Evaluation Results

Method
ours w/o OEEM 2022.06	0.8684	0.9296	0.9324
Trans2Unet 2024.07	0.8254	0.8984	-
UCTransNet 2022.06	0.8224	0.9025	-
MAA 2026.03	0.8199	0.901	-
MPFP 2026.03	0.8044	-	-
Weakly Supervised Teacher–Student Framework with Progressive Pseudo-mask Refinement 2026.03	0.801	0.891	-
TransAttUNet 2026.03	0.777	0.867	-
OEEM 2022.06	0.7756	0.8736	0.8735
HAMIL 2026.03	0.7737	-	-
OEEM 2026.03	0.7648	0.834	-
CBFNet 2026.03	0.763	-	-
ours w/o OEEM 2022.06	0.7564	0.8613	0.8236
DA-TransUNet 2026.03	0.756	0.853	-
AME-CAM 2026.03	0.7409	-	-
ResUNet++ 2026.03	0.738	0.841	-
MLPS 2026.03	0.736	-	-
AMR 2026.03	0.7283	-	-
KiU-Net 2026.03	0.728	0.833	-
KiU-Net 2024.07	0.7278	0.8325	-
SC-CAM 2022.06	0.7152	0.834	0.8332
SC-CAM 2026.03	0.7152	0.834	-
SEAM 2026.03	0.7136	0.7959	-
KiU-Net 2022.06	0.7131	0.8325	-
UNet++ 2026.03	0.702	0.819	-
TransUNet 2026.03	0.701	0.815	-
AttentionUNet 2026.03	0.701	0.816	-
MedT 2022.06	0.6961	0.8208	0.8102
MedT 2026.03	0.696	0.81	-
Adv-CAM 2022.06	0.6854	0.8133	0.8136
Adv-CAM 2026.03	0.6854	0.8133	-
SEAM 2022.06	0.6611	0.7959	0.795
Seg-Net 2026.03	0.66	0.786	-
Res-UNet 2022.06	0.6595	0.7948	0.7883
Res-Unet 2024.07	0.6595	0.7883	-
Unet 2022.06	0.6534	0.7904	0.7778
Unet 2024.07	0.6534	0.7778	-
UNet 2026.03	0.648	0.776	-
Axial Attention Unet 2024.07	0.6303	0.763	-
ReCAM 2026.03	0.5631	-	-
FCN 2024.07	0.5058	0.6661	-