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Polyp Segmentation on ColonDB (test)

0.838DICE

Siamese-Diffusion

Updated 4d ago

Evaluation Results

Method
Siamese-Diffusion 2025.05	0.838	0.758	-	-	-	-	-
PVT-GCASCADE 2023.10	0.8261	0.746	-	-	-	-	-
PVT-CASCADE 2023.10	0.8254	0.7453	-	-	-	-	-
Copy-Paste 2025.05	0.825	0.747	-	-	-	-	-
ArSDM 2025.05	0.819	0.74	-	-	-	-	-
ArSDM 2025.05	0.817	0.738	-	-	-	-	-
Siamese-Diffusion 2025.05	0.817	0.74	-	-	-	-	-
T2I-Adapter 2025.05	0.817	0.741	-	-	-	-	-
ControlNet 2025.05	0.816	0.737	-	-	-	-	-
ControlNet 2025.05	0.814	0.735	-	-	-	-	-
CT-Net 2025.05	0.813	0.734	-	-	-	-	-
ControlNet 2025.05	0.811	0.736	-	-	-	-	-
Polyp-PVT 2021.08	0.808	0.727	0.795	0.865	0.913	0.919	0.031
Polyp-PVT 2025.05	0.808	0.727	-	-	-	-	-
ControlNet 2025.05	0.808	0.725	-	-	-	-	-
PolypPVT 2023.10	0.8075	0.7185	-	-	-	-	-
T2I-Adapter 2025.05	0.806	0.724	-	-	-	-	-
Copy-Paste 2025.05	0.798	0.718	-	-	-	-	-
SSFormerPVT 2023.10	0.7934	0.7063	-	-	-	-	-
Siamese-Diffusion 2025.05	0.791	0.713	-	-	-	-	-
ControlNet 2025.05	0.782	0.705	-	-	-	-	-
SinGAN-Seg 2025.05	0.78	0.704	-	-	-	-	-
Copy-Paste 2025.05	0.777	0.7	-	-	-	-	-
T2I-Adapter 2025.05	0.777	0.694	-	-	-	-	-
ArSDM 2025.05	0.777	0.7	-	-	-	-	-
CaraNet 2023.10	0.773	0.689	-	-	-	-	-
SinGAN-Seg 2025.05	0.773	0.694	-	-	-	-	-
ControlNet 2025.05	0.77	0.69	-	-	-	-	-
SinGAN-Seg 2025.05	0.769	0.69	-	-	-	-	-
KDAS 2023.12	0.759	0.679	-	-	-	-	-
EU-Net 2021.08	0.756	0.681	0.73	0.831	0.863	0.872	0.045
SANet 2021.08	0.753	0.67	0.726	0.837	0.869	0.878	0.043
SANet 2025.05	0.753	0.67	-	-	-	-	-
MMFIL-Net 2023.12	0.744	0.659	-	-	-	-	-
MSEG 2021.08	0.735	0.666	0.724	0.834	0.859	0.875	0.038
UACANet-L 2023.10	0.7257	0.6541	-	-	-	-	-
ACSNet 2021.08	0.716	0.649	0.697	0.829	0.839	0.851	0.039
PraNet 2023.10	0.712	0.64	-	-	-	-	-
PraNet 2021.08	0.712	0.64	0.699	0.82	0.847	0.872	0.043
DCRNet 2021.08	0.704	0.631	0.684	0.821	0.84	0.848	0.052
TransNetR 2023.12	0.68	0.61	-	-	-	-	-
UNet 2023.10	0.512	0.444	-	-	-	-	-
U-Net 2021.08	0.512	0.444	0.498	0.712	0.696	0.776	0.061
UNet++ 2023.10	0.483	0.41	-	-	-	-	-
UNet++ 2021.08	0.483	0.41	0.467	0.691	0.68	0.76	0.064
SFA 2021.08	0.469	0.347	0.379	0.634	0.675	0.764	0.094
ColonSegNet 2023.12	0.12	0.1	-	-	-	-	-