Multi-rater Medical Image Segmentation on LIDC-IDRI (test) benchmark leaderboard · SOTA2 Research

Multi-rater Medical Image Segmentation on LIDC-IDRI (test)

0.1358GEDD-Persona

Evaluation Results

Method	Links
D-Persona2024.03		0.1358	90.45	91.37	91.33	—	—	—	—	—
D-Persona2024.03		0.1375	90.42	91.23	91.16	—	—	—	—	—
Harmonizer Network2026.05		0.1419	91.35	92.65	90	89.87	90.07	91.06	88.56	90.78
D-Persona2024.03		0.1444	90.31	90.38	89.17	88.54	89.5	90.03	88.6	89.17
D-Persona2026.05		0.1444	90.31	90.38	89.17	88.54	89.5	90.03	88.6	89.17
D-Persona2024.03		0.1461	90.24	90.75	90.51	—	—	—	—	—
Pionono2024.03		0.1502	90	90.1	88.97	87.94	89.11	89.55	88.76	88.84
Pionono2026.05		0.1502	90	90.1	88.97	87.94	89.11	89.55	88.76	88.84
Prob. U-Net2024.03		0.2168	88.8	88.87	88.81	—	—	—	—	—
Prob. U-Net2026.05		0.2168	88.8	88.87	88.81	—	—	—	—	—
Prob. U-Net2024.03		0.2169	88.79	88.8	88.73	—	—	—	—	—
Prob. U-Net2024.03		0.2181	88.79	88.6	88.43	—	—	—	—	—
TAB2024.03		0.2322	86.35	87.11	86.08	85	86.35	86.77	85.77	85.97
TAB2026.05		0.2322	86.35	87.11	86.08	85	86.35	86.77	85.77	85.97
CM-Pixel2024.03		0.2407	88.64	87.72	87.72	85.99	88.81	89.31	86.77	87.72
CM-Pixel2026.05		0.2407	88.64	87.72	87.72	85.99	88.81	89.31	86.77	87.72
CM-Global2024.03		0.2432	88.53	87.51	87.51	86.13	88.76	88.99	86.18	87.51
CM-Global2026.05		0.2432	88.53	87.51	87.51	86.13	88.76	88.99	86.18	87.51
U-Net2024.03		0.2436	88.2	—	—	85.29	88.48	89.4	87.2	87.59
U-Net (A3)2026.05		0.2436	88.2	—	—	85.29	88.48	89.4	87.2	87.59
U-Net2024.03		0.2459	88.43	—	—	87.16	89.08	88.59	85.15	87.5
U-Net (A2)2026.05		0.2459	88.43	—	—	87.16	89.08	88.59	85.15	87.5
U-Net2024.03		0.2962	85.83	—	—	80.8	85.48	88.22	88.9	85.85
U-Net (A4)2026.05		0.2962	85.83	—	—	80.8	85.48	88.22	88.9	85.85
U-Net2024.03		0.3062	86.59	—	—	87.8	87.47	85.49	80.67	85.36
U-Net (A1)2026.05		0.3062	86.59	—	—	87.8	87.47	85.49	80.67	85.36
Geometric-Structural2026.05		—	—	—	—	88.53	87.98	88.33	88.16	88.25