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Abdominal Organ Segmentation on BTCV (val)

96.39Spleen Dice

Teacher

Updated 4d ago

Evaluation Results

Method	Links
Teacher 2026.01		96.39	94.72	94.92	73.84	80.32	97.33	87.16	90.68	87.82	75.21	84.51	72.94	77.4	85.64	4.66
ReCo-KD 2026.01		95.94	93.85	94.72	75.57	78.11	96.97	89.83	91.58	87.19	72.5	80.72	71.26	76.91	85.01	8.89
UNETR++ 2026.01		94.69	85.99	86.9	78.83	73.79	96.22	83.27	91.2	87.02	72.4	71.82	67.64	62.19	80.92	9.59
3D UX-Net 2026.01		92.47	84.39	86.54	78.72	74.16	95.44	82.47	90.93	85.03	70.56	64.6	66.49	64.85	79.74	12.43
nnFormer 2026.01		92.4	83.31	85.39	72.02	73.16	94.85	83.61	89.56	81.64	67.63	70.76	61.58	61.71	78.28	10.57
SwinUNETRv2 2026.01		90.78	86.29	85.62	79.2	75.9	95.21	78.9	90	86.25	72.61	74.5	71.44	69.66	81.26	12.86
MedNeXt 2026.01		90.08	86.96	88.96	77.27	78.16	96.91	84.24	92.16	88.65	75.45	80.13	68.83	70.87	82.98	5.45
TransBTS 2026.01		89.92	84.31	85.59	73.86	72.09	96.2	81.49	89.81	85.23	65.67	71.2	63.74	66.15	78.87	14.47
Student baseline 2026.01		89.3	93.52	93.33	58.82	77.41	96.11	74.97	89.78	86.5	65.58	81.19	66.79	71.66	80.38	15.19
SwinUNETR 2026.01		88.56	85.92	86.03	79.4	75.5	95.41	79.58	90.13	86.18	71.12	69.36	69.35	65.19	80.13	14.01
UNETR 2026.01		88.36	82.86	84.1	66.28	70.88	95.07	78.27	86.82	79.93	63.41	63.68	58.43	56.41	74.96	21.78
nnU-Net 2026.01		88	84.78	85.47	71.85	75.44	95.32	76.54	90.93	85.14	68.91	62.19	66.9	60.19	77.82	10.91
SegFormer3D 2026.01		87.42	82.72	84.92	70.82	69.42	93.83	79.05	87.82	81.3	63.18	64.47	52.76	48.75	74.34	13.41
SlimUNETR 2026.01		84.88	81.79	83.05	64.63	65.39	94.61	76.13	87.34	80.08	58.96	57.37	49.34	46.45	71.54	12.34