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ResearchFormerly WizWand

Semantic Segmentation on BTCV (val)

91.4DSC (Spl)vox2vec

Evaluation results

Method	Links
vox2vec2024.08		91.4	—	90.7	59.5	72.7	96.3	83.2	91.3	83.9	69.2	73.9	65.2	79.5
MAE2024.08		90.71	—	87.63	62.5	70.69	94.73	86.11	90.59	83.26	71	75.47	63.77	79.07
HySparK2024.08		90.67	—	88.32	68.18	74.2	95.03	87.46	90.17	84.5	70.04	78.36	66.75	80.67
SparK2024.08		90.02	—	87.78	62.48	74.36	95	84.85	90.17	83.6	68.83	76.57	64.13	79.21
SimMIM2024.08		87.12	—	80.85	60.28	72.34	93.7	78.42	87.89	81.46	64.92	66.34	58.65	74.73
SUP2024.08		84.2	—	86.7	58.4	70.4	94.5	76	87.7	82.1	67	69.8	61	75.8
HySparK2024.08		79.84	—	70.54	46.03	60.86	91.29	67.12	79.42	69.21	59.07	54.34	43.61	64.27
SparK2024.08		79.78	—	72.29	38.66	58.89	91.71	68.68	81.24	71.93	57.13	51.96	29.01	61.74
vox2vec2024.08		73.97	—	66.8	34.64	49.51	86.72	54.28	73.7	64.43	41.64	37.35	27	54.14
SUP2024.08		71.29	—	59.78	40.43	57.3	87.91	51.24	70.88	59.13	50.16	37.7	34.24	54.93
SimMIM2024.08		71.16	—	62.76	42.32	56.05	88.45	52.46	71.95	60.94	51.32	39.39	35.1	56.14
MAE2024.08		66.22	—	78.63	48.19	24.02	92.51	78.5	79	78.28	35.63	52.99	18.52	57.91
MedNeXt-L2023.03		—	0.8876	—	—	—	—	—	—	—	—	—	—	—