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ResearchFormerly WizWand

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