Polyp Segmentation on ClinicDB

0.942mDice

TransFuse-L*

Updated 4d ago

Evaluation Results

Method
TransFuse-L* 2021.02	0.942	0.897
T2I-Adapter 2025.07	0.94	0.892
Polyp-PVT 2025.07	0.937	0.889
TransUnet 2021.02	0.935	0.887
Copy-Paste 2025.07	0.934	0.887
TransFuse-L 2021.02	0.934	0.886
SETR-PUP 2021.02	0.934	0.885
HarDNet-MSEG 2021.02	0.932	0.882
SAM-EG 2024.06	0.931	0.879
Adaptively Distilled ControlNet 2025.07	0.93	0.885
Adaptively Distilled ControlNet 2025.07	0.929	0.874
KDAS 2023.12	0.925	0.872
ArSDM 2025.07	0.922	0.875
MSNet 2023.12	0.921	0.879
MSNet 2024.06	0.921	0.879
TransFuse-S 2021.02	0.918	0.868
SinGAN 2025.07	0.917	0.87
HarDNet-CPS 2023.12	0.917	0.887
HarDNet-CPS 2024.06	0.917	0.887
SANet 2025.07	0.916	0.859
ArSDM 2025.07	0.914	0.861
ControlNet 2025.07	0.913	0.859
T2I-Adapter 2025.07	0.912	0.855
ControlNet 2025.07	0.911	0.858
SinGAN 2025.07	0.909	0.853
Copy-Paste 2025.07	0.902	0.851
M2UNet 2024.06	0.901	0.853
PraNet 2020.06	0.899	-
PraNet 2021.02	0.899	0.849
PraNet 2023.12	0.899	0.849
PraNet 2024.06	0.899	0.849
nnUNet 2025.07	0.897	0.85
Copy-Paste 2025.07	0.895	0.85
ArSDM 2025.07	0.893	0.845
Adaptively Distilled ControlNet 2025.07	0.889	0.84
SinGAN 2025.07	0.888	0.84
ControlNet 2025.07	0.886	0.838
T2I-Adapter 2025.07	0.879	0.829
PEFNet 2023.12	0.866	0.814
PEFNet 2024.06	0.866	0.814
UNet 2023.12	0.824	0.767
UNet 2024.06	0.824	0.767
U-Net (MICCAI'15) 2020.06	0.823	-
U-Net 2021.02	0.823	0.75
ResUNet++ 2021.02	0.796	0.796
U-Net++ (TMI'19) 2020.06	0.794	-
U-Net++ 2021.02	0.794	0.729
UNet++ 2023.12	0.794	0.729
UNet++ 2024.06	0.794	0.729
SFA (MICCAI'19) 2020.06	0.7	-