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Abdominal Organ Segmentation on BTCV (val)

85.64Mean Dice

Teacher

Updated 1mo ago

Evaluation Results

Method	Links
Teacher 2026.01		85.64	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	4.66
ReCo-KD 2026.01		85.01	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	8.89
MedNeXt 2026.01		82.98	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	5.45
Physics-inspired Spatially-Decoupled Synthesis framework 2026.03		81.51	-	-	-	-	-	-	-	-	-	-	-	-	-	-
SwinUNETRv2 2026.01		81.26	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	12.86
UNETR++ 2026.01		80.92	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	9.59
SwinUNETR 2026.03		80.56	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Student baseline 2026.01		80.38	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	15.19
SwinUNETR 2026.01		80.13	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	14.01
3D UX-Net 2026.01		79.74	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	12.43
TransBTS 2026.01		78.87	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	14.47
nnFormer 2026.01		78.28	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	10.57
nnU-Net 2026.01		77.82	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	10.91
SwinMM 2026.03		76.72	-	-	-	-	-	-	-	-	-	-	-	-	-	-
UNETR 2026.01		74.96	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	21.78
SegFormer3D 2026.01		74.34	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	13.41
SlimUNETR 2026.01		71.54	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	12.34