Polyp Segmentation on Kvasir-SEG (seen) benchmark leaderboard · SOTA2 Research

Polyp Segmentation on Kvasir-SEG (seen)

92.4Dice ScoreSAM-Mamba

Evaluation Results

Method	Links
SAM-Mamba2025.12		92.4	87.3	94.2	93.6	96.1	2.5
SAM-Mamba2026.04		92.4	87.3	94.2	93.6	96.1	2.5
PraNet + Ours2026.04		91.9	84.1	88.3	94.1	92.2	3.2
Polyp-PVT2025.12		91.7	86.4	91.1	92.5	95.6	2.3
CTNet2025.12		91.7	86.3	91	92.8	95.9	2.3
Polyp-PVT2026.04		91.7	86.4	91.1	92.5	95.6	2.3
CTNet2026.04		91.7	86.3	91	92.8	95.9	2.3
CFA-Net2025.12		91.5	86.1	90.3	92.4	96.2	2.3
CFA-Net2026.04		91.5	86.1	90.3	92.4	96.2	2.3
MEGANet2025.12		91.3	86.3	90.7	91.8	95.9	2.5
MEGANet2026.04		91.3	86.3	90.7	91.8	95.9	2.5
M2SNet2025.12		91.2	86.1	90.1	92.2	95.3	2.5
PraNet + Ours2025.12		91.2	84.7	89.2	96.2	93.4	2.8
M2SNet2026.04		91.2	86.1	90.1	92.2	95.3	2.5
PVT-Cascade2025.12		91.1	86.3	90.6	91.9	96.1	2.5
PVT-Cascade2026.04		91.1	86.3	90.6	91.9	96.1	2.5
EMCADNet + Ours2025.12		90.9	85.9	90.9	96.8	94.5	2.6
PraNet + Polyp-DiFoM2026.04		90.9	84.7	88.2	94.6	91.9	3.4
MSNet2025.12		90.7	86.2	89.3	92.2	94.4	2.8
MSNet2026.04		90.7	86.2	89.3	92.2	94.4	2.8
SANet2025.12		90.4	84.7	89.2	91.5	95.3	2.8
SANet2026.04		90.4	84.7	89.2	91.5	95.3	2.8
PraNet2025.12		89.8	84	88.5	91.5	94.8	3
PraNet2026.04		89.8	84	88.5	91.5	94.8	3
EMCADNet2025.12		89.4	83.2	89.2	96.3	93.5	3.1
U-Net + Ours2025.12		88.5	78.9	86.4	95	92	3.9
U-Net + Ours2026.04		86.9	77.6	86.1	94.3	91.7	3.9
U-Net + Polyp-DiFoM2026.04		86.6	76.4	85.3	94.1	91	4.1
U-Net++ + Ours2026.04		85.3	75	83.5	93.9	93	4.7
U-Net++ + Ours2025.12		84.9	76.5	84.1	95.1	91.7	4.6
U-Net++ + Polyp-DiFoM2026.04		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-Net2025.12		81.8	74.6	79.4	85.8	89.3	5.5
U-Net2026.04		81.8	74.6	79.4	85.8	89.3	5.5