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ResearchFormerly WizWand

Medical Image Segmentation on OASIS-1

92.34Dice (CSF)Keep the Core-ABD

Evaluation results

Method	Links
Keep the Core-ABD2025.12		92.34	92.73	93.63	1.0218	1.059	1.4861	0.1996	0.2449	0.3352	87.39	88.46	89.76
ABD2025.12		92.33	92.76	93.62	1.0215	1.0591	1.5057	0.1997	0.245	0.3426	87.31	88.43	89.72
Keep the Core-Mixup2025.12		92.28	93.14	93.69	1.0479	1.1079	1.607	0.1965	0.2342	0.353	87.3	89.96	90.4
Mixup2025.12		92.23	93.1	93.67	1.048	1.109	1.6076	0.1966	0.2346	0.3553	87.27	89.08	90
Baseline2025.12		92.07	92.61	93.36	1.0219	1.0675	1.5723	0.1999	0.2471	0.3405	86.88	88.22	89.38
Keep the Core-Cutmix2025.12		91.13	91.87	92.3	1.1297	1.1683	1.691	0.2748	0.3188	0.4512	85.17	86.91	87.98
Keep the Core-Cutout2025.12		90.99	91.35	92.93	1.1006	1.194	1.9644	0.2624	0.3618	0.562	84.98	85.96	87.97
Cutmix2025.12		90.97	91.82	92.58	1.1309	1.1685	1.6913	0.2755	0.3299	0.4516	85.13	86.88	87.96
Cutout2025.12		90.81	91.32	92.12	1.1342	1.2213	2.1083	0.2667	0.3675	0.629	84.72	85.94	87.19
Keep the Core-Gaussian Noise2025.12		90.77	91.64	92.28	1.1019	1.1495	2.0568	0.2571	0.3462	0.5788	84.63	86.43	87.49
Baseline2025.12		90.62	91.34	91.81	1.1267	1.2138	2.0824	0.2581	0.3611	0.6198	84.42	85.99	86.88
Baseline2025.12		90.51	91.45	92.26	1.1233	1.1778	1.7979	0.2966	0.3501	0.534	84.25	86.19	87.43
Gaussian Noise2025.12		90.38	91.41	92.27	1.1452	1.1815	1.9931	0.2588	0.3466	0.5883	84.03	86.13	87.48
Keep the Core-Random Erasing2025.12		90.33	91.24	91.93	1.1349	1.2193	1.9367	0.3033	0.3756	0.5915	83.88	85.8	86.92
Random Erasing2025.12		89.89	90.85	91.5	1.1831	1.2965	2.1528	0.3351	0.3998	0.62	83.16	85.16	86.22