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Polyp Segmentation on ETIS (Unseen)

85.4Dice

SAM-MaGuP

Updated 1mo ago

Evaluation Results

Method	Links
SAM-MaGuP 2025.07		85.4	78.9	86.2	1	-	-	-	-
SAM-Mamba 2025.07		84.8	78.2	85.5	1	-	-	-	-
SAM-Mamba 2026.04		84.8	78.2	-	1	85.5	91.6	-	-
Polyp-Mamba 2025.07		82.5	74.7	76.6	1.2	-	-	-	-
CTNet 2025.07		81	73.4	77.6	1.4	-	-	-	-
CTNet 2026.04		81	73.4	-	1.4	77.6	88.6	-	-
Polyp-PVT 2026.04		78.7	70.6	-	1.3	75	87.1	-	-
PVT-Cascade 2025.07		78.6	71.2	75.9	1.3	-	-	-	-
PVT-Cascade 2026.04		78.6	71.2	-	1.3	75.9	87.2	-	-
SANet 2026.04		75	65.4	-	1.5	68.5	84.9	-	-
M2SNet 2026.04		74.9	67.8	-	1.7	71.2	84.6	-	-
MEGANet 2025.07		73.9	66.5	70.2	3.7	-	-	-	-
MEGANet 2026.04		73.9	66.5	-	3.7	70.2	83.6	-	-
CFA-Net 2025.07		73.2	65.5	69.3	1.4	-	-	-	-
CFA-Net 2026.04		73.2	65.5	-	1.4	69.3	84.5	-	-
MSNet 2025.07		71.9	66.4	67.8	2	-	-	-	-
MSNet 2026.04		71.9	66.4	-	2	67.8	84	-	-
PraNet + PolypDiFoM 2026.04		71.5	58.2	-	2.2	65.6	87	-	-
PraNet + LiteBounD 2026.04		71.2	60.1	-	2	67.1	88.3	-	-
ERRNet 2021.11		69.1	61.1	-	-	65.8	0.822	0.886	0.014
PraNet 2025.07		62.8	56.7	60	3.1	-	-	-	-
PraNet 2021.11		62.8	56.7	-	-	60	0.779	0.841	0.031
PraNet 2026.04		62.8	56.7	-	3.1	60	79.4	-	-
U-Net + LiteBounD 2026.04		54.9	43.4	-	2.5	48.2	77.3	-	-
U-Net + PolypDiFoM 2026.04		54.3	42.4	-	2.6	47.1	76.6	-	-
U-Net++ + LiteBounD 2026.04		52.7	43	-	3.2	50.1	80.7	-	-
U-Net++ + PolypDiFoM 2026.04		51.8	42.7	-	3.2	49	80.1	-	-
U-Net++ 2025.07		40.1	34.4	39	3.5	-	-	-	-
UNet++ 2021.11		40.1	34.4	-	-	39	0.683	0.776	0.035
U-Net++ 2026.04		40.1	34.4	-	3.5	39	68.3	-	-
U-Net 2025.07		39.8	33.5	36.6	3.6	-	-	-	-
UNet 2021.11		39.8	33.5	-	-	36.6	0.684	0.74	0.036
U-Net 2026.04		39.8	33.5	-	3.6	36.6	68.4	-	-
SFA 2025.07		29.7	21.7	23.1	10.9	-	-	-	-
SFA 2021.11		29.7	21.7	-	-	23.1	0.557	0.633	0.109