Pulmonary nodule segmentation on Single-center external dataset (n=885) (test) benchmark leaderboard · SOTA2 Research

Pulmonary nodule segmentation on Single-center external dataset (n=885) (test)

86.77Dice Score (%)Hi-Seg

Evaluation Results

Method	Links
Hi-Seg2026.06		86.77	0.001
Hi-Seg2026.06		86.32	0.016
Hi-Seg2026.06		86.32	0.001
Hi-Seg2026.06		84.73	0.045
Hi-Seg2026.06		84.73	0.001
Hi-Seg2026.06		84.47	—
Hi-Seg2026.06		84.47	—
Hi-Seg2026.06		83.77	0.842
MedSAM22026.06		83.08	0.001
Hi-Seg2026.06		82.78	0.525
Hi-Seg2026.06		81.77	0.001
MedSAM2026.06		79.24	0.001
MedSAM2026.06		79.24	0.001
HQ-SAM2026.06		78.95	0.001
MedSAM22026.06		78.26	0.001
MedSAM22026.06		77.96	0.001
SAM2026.06		77.83	0.001
HQ-SAM2026.06		77.04	0.001
MedSAM22026.06		76.12	0.001
nnU-Net2026.06		75.42	0.001
nnU-Net2026.06		75.42	0.001
HQ-SAM2026.06		74.55	0.001
SAM2026.06		74.48	0.001
HQ-SAM2026.06		73.49	0.001
U-Net2026.06		70.77	0.001
U-Net2026.06		70.77	0.001
U-Net++2026.06		69.84	0.001
U-Net++2026.06		69.84	0.001
Attention U-Net2026.06		67.88	0.001
Attention U-Net2026.06		67.88	0.001
SAM2026.06		67.77	0.001
MedSAM22026.06		65.19	0.001
SAM2026.06		63.73	0.001
TransU-Net2026.06		63.51	0.001
TransU-Net2026.06		63.51	0.001
HQ-SAM2026.06		63.44	0.001
SAM2026.06		55.06	0.001