Medical Image Segmentation on Synapse multi-organ CT MICCAI 2015 (test) benchmark leaderboard · SOTA2 Research

Medical Image Segmentation on Synapse multi-organ CT MICCAI 2015 (test)

85.09Average DSCHPR-SAM

Evaluation Results

Method	Links
HPR-SAM2026.07		85.09	11.94	89.43	73.31	87.76	85.92	95.58	73.1	91.38	84.25
MERIT2026.07		84.9	13.22	87.71	74.4	87.79	84.85	95.26	71.81	92.01	85.38
PG-SAM2026.07		84.79	7.61	87.87	73.26	87.93	84.57	95.4	71.49	93.12	86.62
H-SAM2026.07		84.65	7.29	87.53	69.65	87.71	85.99	95.2	72.53	92.34	86.27
Perspective+2024.06		84.63	11.74	89.38	70.8	87.57	85.78	95.3	70.71	94.41	83.06
FCT2024.06		83.53	—	89.85	72.73	88.45	86.6	95.62	66.25	89.77	79.42
ScaleFormer2024.06		82.86	16.81	88.73	74.97	86.36	83.31	95.12	64.85	89.4	80.14
MSAANet2024.06		82.85	18.54	89.4	73.2	84.31	78.53	95.1	68.85	91.6	81.78
DAE-Former2026.07		82.43	17.46	91.94	80.88	86.08	72.3	94.98	79.19	88.96	65.12
MISSFormer2024.06		81.96	18.2	86.99	68.65	85.21	82	94.41	65.67	91.92	80.81
AFTer-UNet2024.06		81.02	—	90.91	64.81	87.9	85.3	92.2	63.54	90.99	72.48
SAMed2026.07		80.26	28.89	86.99	70.24	82.75	80.1	93.37	67.64	87.33	73.62
TransDeepLab2026.07		80.16	21.25	89	79.88	84.08	69.16	93.53	78.4	86.04	61.19
SwinUnet2026.07		79.13	21.55	90.66	79.61	83.28	66.53	94.29	76.6	85.47	56.58
SwinUNet2024.06		79.12	21.55	85.47	66.53	83.28	79.61	94.29	56.58	90.66	76.6
Att-UNet2024.06		77.77	36.02	89.55	68.88	77.98	71.11	93.57	58.04	87.3	75.75
TransUnet2024.06		77.48	31.69	87.23	63.13	81.87	77.02	94.08	55.86	85.08	75.62
TransUnet2026.07		77.48	31.69	85.08	77.02	81.87	63.13	94.08	75.62	87.23	55.86
U-Net2024.06		76.85	39.7	89.07	69.72	77.77	68.6	93.43	53.98	86.67	75.58
Att-UNet2024.06		75.57	36.97	55.92	63.91	79.2	72.71	93.56	49.37	87.19	74.95
SAM Adapter2026.07		72.8	33.08	77.93	57.49	79.02	79	92.68	43.07	83.68	69.48
ViT2024.06		71.29	32.87	73.73	55.13	75.8	72.2	91.51	45.99	81.99	73.95
AutoSAM2026.07		62.08	27.56	82.56	41.37	79.66	80.02	89.24	44.22	80.54	61.14