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Polyp Segmentation on Kvasir (test)

92.9Dice Coefficient

SinGAN-Seg

Updated 4d ago

Evaluation Results

Method
SinGAN-Seg 2025.05	92.9	88.6	-	-	-	-	-	-	-
Siamese-Diffusion 2025.05	92.9	89.1	-	-	-	-	-	-	-
UGCANet 2023.07	92.8	88.1	-	-	-	-	-	-	-
SinGAN-Seg 2025.05	92.8	88.1	-	-	-	-	-	-	-
PVT-GCASCADE 2023.10	92.74	87.9	-	-	-	-	-	-	-
ColonFormer 2022.05	92.7	87.7	-	-	-	-	-	-	-
ColonFormer-S 2023.07	92.7	87.7	-	-	-	-	-	-	-
PVT-CASCADE 2023.10	92.58	87.76	-	-	-	-	-	-	-
ColonFormer 2022.05	92.4	87.6	-	-	-	-	-	-	-
DuAT 2022.12	92.4	87.6	-	-	-	2.3	-	-	-
ColonFormer-L 2023.07	92.4	87.6	-	-	-	-	-	-	-
TransFuse-L* 2022.05	92	87	-	-	-	-	-	-	-
TransFuse 2022.12	92	87	-	-	-	2.3	-	-	-
TransFuse-L* 2023.07	92	87	-	-	-	-	-	-	-
ControlNet 2025.05	92	87.2	-	-	-	-	-	-	-
T2I-Adapter 2025.05	91.9	86.9	-	-	-	-	-	-	-
CaraNet 2022.05	91.8	86.5	-	-	-	-	-	-	-
CaraNet 2022.12	91.8	86.5	-	-	-	2.3	-	-	-
UCTransNet 2022.12	91.8	86	-	-	-	2.3	-	-	-
CaraNet 2023.07	91.8	86.5	-	-	-	-	-	-	-
CaraNet 2023.10	91.8	86.5	-	-	-	-	-	-	-
Polyp-PVT 2022.12	91.7	86.4	-	-	-	2.3	-	-	-
Polyp-PVT 2025.05	91.7	86.4	-	-	-	-	-	-	-
Copy-Paste 2025.05	91.7	87.1	-	-	-	-	-	-	-
CT-Net 2025.05	91.7	86.3	-	-	-	-	-	-	-
ControlNet 2025.05	91.7	86.9	-	-	-	-	-	-	-
BDG-Net 2022.01	91.5	86.5	90.6	92.3	97.2	2.1	-	-	-
ArSDM 2025.05	91.5	86.3	-	-	-	-	-	-	-
ControlNet 2025.05	91.5	86.3	-	-	-	-	-	-	-
Copy-Paste 2025.05	91.5	86.3	-	-	-	-	-	-	-
TransUNet 2022.05	91.3	85.7	-	-	-	-	-	-	-
TransUNet 2022.12	91.3	85.7	-	-	-	2.8	-	-	-
TransUNet 2023.07	91.3	85.7	-	-	-	-	-	-	-
KDAS 2023.12	91.3	84.8	-	-	-	-	-	-	-
T2I-Adapter 2025.05	91.3	86	-	-	-	-	-	-	-
PolypPVT 2023.10	91.23	86.3	-	-	-	-	-	-	-
HarDNet-MSEG 2022.05	91.2	85.7	-	-	-	-	-	-	-
HarDNet-MSEG 2023.07	91.2	85.7	-	-	-	-	-	-	-
ControlNet 2025.05	91.2	85.5	-	-	-	-	-	-	-
Siamese-Diffusion 2025.05	91.2	85.5	-	-	-	-	-	-	-
SSFormerPVT 2023.10	91.11	86.01	-	-	-	-	-	-	-
ArSDM 2025.05	91.1	85.6	-	-	-	-	-	-	-
ControlNet 2025.05	91.1	86.2	-	-	-	-	-	-	-
Siamese-Diffusion 2025.05	91.1	85.9	-	-	-	-	-	-	-
SinGAN-Seg 2025.05	91	85.8	-	-	-	-	-	-	-
MMFIL-Net 2023.12	90.9	85.8	-	-	-	-	-	-	-
UACANet-L 2023.10	90.83	85.95	-	-	-	-	-	-	-
ControlNet 2025.05	90.6	85	-	-	-	-	-	-	-
ArSDM 2025.05	90.5	85.2	-	-	-	-	-	-	-
SANet 2025.05	90.4	84.7	-	-	-	-	-	-	-
Copy-Paste 2025.05	90.3	84.8	-	-	-	-	-	-	-
T2I-Adapter 2025.05	89.9	84.1	-	-	-	-	-	-	-
PraNet 2022.01	89.8	84	88.5	91.5	94.8	3	-	-	-
PraNet 2022.05	89.8	84	-	-	-	-	-	-	-
PraNet 2022.12	89.8	84	-	-	-	3	-	-	-
PraNet 2023.07	89.8	84	-	-	-	-	-	-	-
PraNet 2023.10	89.8	84	-	-	-	-	-	-	-
TransNetR 2023.12	87	80	-	-	-	-	-	-	-
U-Net++ 2022.01	82.1	74.3	80.8	86.2	91	4.8	-	-	-
UNet++ 2022.05	82.1	74.3	-	-	-	-	-	-	-
UNet++ 2022.12	82.1	74.3	-	-	-	4.8	-	-	-
UNet++ 2023.07	82.1	74.3	-	-	-	-	-	-	-
UNet++ 2023.10	82.1	74.3	-	-	-	-	-	-	-
U-Net 2022.01	81.8	74.6	79.4	85.8	89.3	5.5	-	-	-
UNet 2022.05	81.8	74.6	-	-	-	-	-	-	-
U-Net 2022.12	81.8	74.6	-	-	-	5.5	-	-	-
UNet 2023.07	81.8	74.6	-	-	-	-	-	-	-
UNet 2023.10	81.8	74.6	-	-	-	-	-	-	-
ResUNet++ 2022.01	81.3	79.3	-	-	-	-	-	-	-
ResUNet-mod 2022.01	79.1	-	-	-	-	-	-	-	-
SFA 2022.01	72.3	61.1	67	78.2	84.9	7.5	-	-	-
SFA 2022.05	72.3	61.1	-	-	-	-	-	-	-
ColonSegNet 2023.12	52	39	-	-	-	-	-	-	-
SAM 2023.05	-	-	54.5	-	-	-	32	56.4	58.2
SAM-P 2023.05	-	-	79.3	-	-	-	10.8	81.1	80.2
WSSA 2023.05	-	-	82.2	-	-	-	8.2	85.2	82.8
SCWS 2023.05	-	-	83.7	-	-	-	7.8	86	83.1
TEL 2023.05	-	-	81	-	-	-	9.1	82.6	80.4
SCOD 2023.05	-	-	85.3	-	-	-	7.1	87.7	83.6
SCOD+ 2023.05	-	-	86	-	-	-	6.8	88	83.6
WS-SAM (Ours) 2023.05	-	-	87.8	-	-	-	4.6	91.7	87.7