Polyp Segmentation on CVC-ClinicDB (seen) benchmark leaderboard · SOTA2 Research

Polyp Segmentation on CVC-ClinicDB (seen)

95.8mDiceEMCADNet + Ours

Evaluation Results

Method	Links
EMCADNet + Ours2025.12		95.8	91.9	95.3	99.6	99	0.7
PraNet + Ours2026.04		95.7	91.3	93.4	99	97.8	1.1
PraNet + Ours2025.12		95.3	91.2	94.9	99.6	98.9	0.8
U-Net + Ours2025.12		94.9	90.1	93.6	98.9	97.8	0.8
U-Net + Ours2026.04		94.8	89.7	93.4	97.6	97	0.9
EMCADNet2025.12		94.4	89.7	94.3	99.6	98.7	0.9
SAM-Mamba2025.12		94.2	88.7	94.3	95.5	98.2	0.6
SAM-Mamba2026.04		94.2	88.7	94.3	95.5	98.2	0.6
PraNet + Polyp-DiFoM2026.04		94.2	91.2	92.9	99.1	98	1.4
U-Net + Polyp-DiFoM2026.04		93.9	88.7	92.7	96.9	96.3	1.1
MEGANet2025.12		93.8	89.4	94	95	98.6	0.6
MEGANet2026.04		93.8	89.4	94	95	98.6	0.6
Polyp-PVT2025.12		93.7	88.9	93.6	94.9	98.5	0.6
Polyp-PVT2026.04		93.7	88.9	93.6	94.9	98.5	0.6
CTNet2025.12		93.6	88.7	93.4	95.2	98.3	0.6
CTNet2026.04		93.6	88.7	93.4	95.2	98.3	0.6
CFA-Net2025.12		93.3	88.3	92.4	95	98.9	0.7
CFA-Net2026.04		93.3	88.3	92.4	95	98.9	0.7
U-Net++ + Ours2026.04		92.5	87.8	93.3	98.2	96	1.6
M2SNet2025.12		92.2	88	91.7	94.2	97	0.9
M2SNet2026.04		92.2	88	91.7	94.2	97	0.9
MSNet2025.12		92.1	87.9	91.4	94.1	97.2	0.8
MSNet2026.04		92.1	87.9	91.4	94.1	97.2	0.8
PVT-Cascade2025.12		91.9	87.2	91.8	93.6	96.9	1.3
PVT-Cascade2026.04		91.9	87.2	91.8	93.6	96.9	1.3
SANet2025.12		91.6	85.9	90.9	93.9	97.6	1.2
SANet2026.04		91.6	85.9	90.9	93.9	97.6	1.2
U-Net++ + Ours2025.12		91	85.1	92.1	98.6	97.4	1.4
PraNet2025.12		89.9	84.9	89.6	93.6	97.9	0.9
PraNet2026.04		89.9	84.9	89.6	93.6	97.9	0.9
U-Net++ + Polyp-DiFoM2026.04		89.5	83.4	91.1	96.7	95.4	1.9
U-Net2025.12		82.3	75.5	81.1	88.9	95.4	1.9
U-Net2026.04		82.3	75.5	81.1	88.9	95.4	1.9
U-Net++2025.12		79.4	72.9	78.5	87.3	93.1	2.2
U-Net++2026.04		79.4	72.9	78.5	87.3	93.1	2.2