Retinal Vessel Segmentation on CHASE_DB1 (test) benchmark leaderboard · SOTA2 Research

Retinal Vessel Segmentation on CHASE_DB1 (test)

0.9798AccuracyD-GaussianNet 2021

Evaluation Results

Method	Links
D-GaussianNet 20212026.06		0.9798	0.8077	0.6773	0.753	0.871	0.9863	0.7872	—	—
CurvSegFlow2026.06		0.9772	0.8429	0.7285	0.8652	0.8218	0.9857	0.8309	0.9921	0.9215
MVM-UNet (2026)2026.06		0.9762	0.8146	0.6872	0.8305	0.7993	0.986	0.8388	—	—
CAR-Unet 20212026.06		0.9751	0.8099	0.6805	0.8439	0.7786	0.9839	0.7974	0.9898	—
ARU-net 20222026.06		0.9746	0.8005	0.6676	0.8099	0.7916	0.9856	0.7862	0.9869	—
MSTP-Net 20252026.06		0.9745	0.8074	0.6771	0.8485	0.7701	0.983	0.8373	—	—
Zhu et al. 20252026.06		0.9744	0.8002	0.6669	0.8099	0.7909	0.9857	0.7956	0.9865	—
RVS-FDSC 20242026.06		0.9743	0.805	0.6736	0.8356	0.7767	0.9856	0.8334	0.9867	—
Swin-UNet 20222026.06		0.9721	0.8201	0.695	0.8241	0.8161	0.9879	0.839	0.9832	—
GEA-UNet 20252026.06		0.9696	0.7578	0.6156	0.8403	0.6901	0.9814	0.8237	—	—
Cherukuri et al. 20202026.06		0.9693	0.8211	0.6965	0.8025	0.8407	0.9874	0.8207	0.9658	—
ResDO-UNet 20232026.06		0.9672	0.8236	0.6999	0.802	0.8464	0.9794	0.794	—	—
MDUNet 20232026.06		0.966	0.6388	0.4693	0.8111	0.5269	0.9817	0.8089	—	—
IterNet 20202026.06		0.9655	0.8073	0.6769	0.797	0.8179	0.9823	0.7993	0.9851	—
DDPM 20232026.06		0.9649	0.7384	0.5889	0.7007	0.7803	—	—	—	—
CTF-Net 20202026.06		0.9648	0.822	0.6977	0.7948	0.8511	0.9842	0.8041	0.9847	—
IterMiU-Net 20232026.06		0.9646	0.8263	0.704	0.8134	0.8397	0.982	0.8101	0.9852	—
TransUNet 20212026.06		0.9637	0.8192	0.6938	0.7459	0.9087	0.9903	0.7959	0.9852	—
R2U-Net 20182026.06		0.9634	0.7928	0.6567	0.7756	0.8108	0.982	0.784	0.9815	—
AttU-Net 20182026.06		0.9629	0.8147	0.6873	0.7591	0.8791	0.9881	0.7966	0.9848	—
LadderNet 20182026.06		0.962	0.8159	0.6891	0.764	0.8752	0.9865	0.7967	0.9832	—
Dense-UNet 20192026.06		0.962	0.8174	0.6912	0.7707	0.8703	0.9857	0.7965	0.982	—
U-Net 20152026.06		0.9578	0.7783	0.6371	0.8288	0.7335	0.8288	0.5173	0.9578	—
RCAR-UNet 20242026.06		0.9566	0.747	0.5963	0.7475	0.7465	0.9798	0.7591	—	—
WS-DMF 20242026.06		0.9566	—	—	0.7841	—	0.9797	0.7884	—	—
GViTRSNet 20252026.06		0.8386	0.7981	0.6641	—	—	—	—	—	—