Polyp Segmentation on Kvasir-SEG

0.927mDice

FAGF-Net

Updated 1mo ago

Evaluation Results

Method
FAGF-Net 2024.09	0.927	0.879	-	-	-	-	-	-
SSFormer 2024.09	0.917	0.864	-	-	-	-	-	-
Polyp-PVT 2024.09	0.917	0.864	-	-	-	-	-	-
CFA-Net 2024.09	0.915	0.861	-	-	-	-	-	-
HarDNet-MSEG 2021.01	0.912	0.857	0.903	0.923	0.025	0.958	-	-
IC-PolypSeg 2024.09	0.91	0.859	-	-	-	-	-	-
MSNet 2024.09	0.905	0.849	-	-	-	-	-	-
SANet 2024.09	0.904	0.847	-	-	-	-	-	-
PraNet 2021.01	0.898	0.84	0.885	0.915	0.03	0.948	-	-
MSEG 2024.09	0.897	0.839	-	-	-	-	-	-
Wavelet-Based Cross-Band Integration Framework 2026.03	0.885	0.822	-	-	-	-	-	-
FCBFormer 2022.08	0.8848	0.8214	-	-	-	-	93.54	87.54
CRCNet 2026.03	0.879	0.815	-	-	-	-	-	-
Polyper 2026.03	0.867	0.796	-	-	-	-	-	-
YOLO-SAM 2 2024.09	0.866	0.764	-	-	-	-	-	-
MEGANet 2026.03	0.863	0.802	-	-	-	-	-	-
ConvSegNet 2026.03	0.856	0.765	-	-	-	-	-	-
Yolo-SAM 2024.09	0.852	0.742	-	-	-	-	-	-
SAM-Path 2024.09	0.828	0.73	-	-	-	-	-	-
U-Net++ 2021.01	0.821	0.743	0.808	0.862	0.048	0.91	-	-
UNet++ 2024.09	0.821	0.744	-	-	-	-	-	-
U-Net 2021.01	0.818	0.746	0.794	0.858	0.055	0.893	-	-
UNet 2024.09	0.818	0.746	-	-	-	-	-	-
DUCKNet 2026.03	0.818	0.751	-	-	-	-	-	-
ResUNet++ 2021.01	0.813	0.793	-	-	-	-	-	-
PraNet 2022.08	0.795	0.7073	-	-	-	-	76.87	90.5
ResUNet-mod 2021.01	0.791	-	-	-	-	-	-	-
UNet 2026.03	0.775	0.668	-	-	-	-	-	-
SurgicalSAM 2024.09	0.74	0.597	-	-	-	-	-	-
MSRF-Net 2022.08	0.7296	0.6415	-	-	-	-	81.62	74.21
CaraNet 2026.03	0.727	0.628	-	-	-	-	-	-
SFA 2021.01	0.723	0.611	0.67	0.782	0.075	0.849	-	-
PraNet 2026.03	0.65	0.524	-	-	-	-	-	-
U-Net 2022.08	0.5292	0.4036	-	-	-	-	46.13	84.81
ResUNet 2022.08	0.3344	0.2222	-	-	-	-	26.18	81.64
ResUNet++ 2022.08	0.3077	0.2048	-	-	-	-	33.4	47.78