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Medical Image Segmentation on ISIC 2018 (test)

95.11Dice Score

LatentFM

Updated 23d ago

Evaluation Results

Method
LatentFM 2025.12	95.11	90.67	-
HyPCA-Net-EMCAD 2026.02	93.8	86.4	-
HyPCA-Net-Seg 2026.02	92.7	85.3	-
LatentDM 2025.12	91.3	84.1	-
FM 2025.12	91.01	83.99	-
PVT-EMCAD-B2 2024.05	90.96	-	-
EMCAD 2026.02	90.9	84.1	-
nnUNet 2025.12	90.8	83.6	-
PVT-EMCAD-B0 2024.05	90.7	-	-
DRIFA-Net 2026.02	90.6	83.9	-
PVT-CASCADE 2024.05	90.41	-	-
PolypPVT 2026.02	90.4	83.9	-
PVT-CASCADE 2026.02	90.4	84	-
PolypPVT 2024.05	90.36	-	-
SSFormer-L 2024.05	90.25	-	-
MADGNet 2026.02	90.2	83.8	-
CaraNet 2024.05	90.18	-	-
S2M-Net 2026.01	89.99	-	-
UACANet-L 2024.05	89.76	-	-
DINO-MVR 2026.05	89.76	82.7	12.4
TransFuse 2024.05	89.62	-	-
TransUNet 2025.12	89.4	82.2	-
ACC-UNet 2023.08	89.37	-	-
SwinUNet 2024.05	89.26	-	-
Swin-Unet 2023.08	89.24	-	-
MTTU-Net 2026.02	89.2	82.6	-
TransUNet 2024.05	89.16	-	-
UCTransnet 2023.08	89.08	-	-
DeepLabv3+ 2024.05	88.64	-	-
SMESwin-Unet 2023.08	88.57	-	-
PraNet 2024.05	88.56	-	-
MultiResUNet 2023.08	88.55	-	-
UNet 2023.08	87.97	-	-
UNeXt 2024.05	87.78	-	-
UNet++ 2024.05	87.46	-	-
UNet 2026.02	87.3	80.2	-
UMamba 2026.01	87.23	-	-
S2M-Net 2026.01	87.16	-	-
DM 2025.12	87.09	77.14	-
AttnUNet 2024.05	87.05	-	-
UNet 2024.05	86.67	-	-
DuckNet 2026.01	86.45	-	-
SwinUNet 2026.01	86.34	-	-
TransUNet 2026.01	85.89	-	-
SegDINO 2026.05	85.76	77.6	17.8
UMamba 2026.01	85.68	-	-
U-Net++ 2026.01	85.67	-	-
SwinUNet 2026.01	84.91	-	-
RAPUNet 2026.01	84.78	-	-
DuckNet 2026.01	84.73	-	-
U-Net 2026.01	84.38	-	-
TransUNet 2026.01	84.12	-	-
PraNet 2026.01	83.92	-	-
UNet 2025.12	83.59	75.5	-
U-Net++ 2026.01	83.42	-	-
U-KAN 2026.05	83.41	74.62	23.57
SegNet 2026.05	83.27	74.46	21.41
Att-UNet 2026.05	82.75	73.72	26.12
RAPUNet 2026.01	82.56	-	-
U-NeXt 2026.05	82.3	73.27	23.63
U-Net 2026.01	82.15	-	-
PraNet 2026.01	81.88	-	-
U-Net 2026.05	81.87	72.95	25.12
TransUNet 2026.05	81.86	72.3	24.76
R2U-Net 2026.05	81.02	71.34	25.36
UNet++ 2025.12	81	72.9	-