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Polyp Segmentation on Kvasir-SEG (seen)

92.4Dice Score

SAM-Mamba

Updated 1mo ago

Evaluation Results

Method	Links
SAM-Mamba 2025.12		92.4	87.3	94.2	93.6	96.1	2.5
SAM-Mamba 2026.04		92.4	87.3	94.2	93.6	96.1	2.5
PraNet + Ours 2026.04		91.9	84.1	88.3	94.1	92.2	3.2
Polyp-PVT 2025.12		91.7	86.4	91.1	92.5	95.6	2.3
CTNet 2025.12		91.7	86.3	91	92.8	95.9	2.3
Polyp-PVT 2026.04		91.7	86.4	91.1	92.5	95.6	2.3
CTNet 2026.04		91.7	86.3	91	92.8	95.9	2.3
CFA-Net 2025.12		91.5	86.1	90.3	92.4	96.2	2.3
CFA-Net 2026.04		91.5	86.1	90.3	92.4	96.2	2.3
MEGANet 2025.12		91.3	86.3	90.7	91.8	95.9	2.5
MEGANet 2026.04		91.3	86.3	90.7	91.8	95.9	2.5
M2SNet 2025.12		91.2	86.1	90.1	92.2	95.3	2.5
PraNet + Ours 2025.12		91.2	84.7	89.2	96.2	93.4	2.8
M2SNet 2026.04		91.2	86.1	90.1	92.2	95.3	2.5
PVT-Cascade 2025.12		91.1	86.3	90.6	91.9	96.1	2.5
PVT-Cascade 2026.04		91.1	86.3	90.6	91.9	96.1	2.5
EMCADNet + Ours 2025.12		90.9	85.9	90.9	96.8	94.5	2.6
PraNet + Polyp-DiFoM 2026.04		90.9	84.7	88.2	94.6	91.9	3.4
MSNet 2025.12		90.7	86.2	89.3	92.2	94.4	2.8
MSNet 2026.04		90.7	86.2	89.3	92.2	94.4	2.8
SANet 2025.12		90.4	84.7	89.2	91.5	95.3	2.8
SANet 2026.04		90.4	84.7	89.2	91.5	95.3	2.8
PraNet 2025.12		89.8	84	88.5	91.5	94.8	3
PraNet 2026.04		89.8	84	88.5	91.5	94.8	3
EMCADNet 2025.12		89.4	83.2	89.2	96.3	93.5	3.1
U-Net + Ours 2025.12		88.5	78.9	86.4	95	92	3.9
U-Net + Ours 2026.04		86.9	77.6	86.1	94.3	91.7	3.9
U-Net + Polyp-DiFoM 2026.04		86.6	76.4	85.3	94.1	91	4.1
U-Net++ + Ours 2026.04		85.3	75	83.5	93.9	93	4.7
U-Net++ + Ours 2025.12		84.9	76.5	84.1	95.1	91.7	4.6
U-Net++ + Polyp-DiFoM 2026.04		84.7	74.7	83.3	93.7	92.9	4.8
U-Net++ 2025.12		82.1	74.3	80.8	86.2	91	4.8
U-Net++ 2026.04		82.1	74.3	80.8	86.2	91	4.8
U-Net 2025.12		81.8	74.6	79.4	85.8	89.3	5.5
U-Net 2026.04		81.8	74.6	79.4	85.8	89.3	5.5