Abdominal Organ Segmentation on BTCV (val) benchmark leaderboard · SOTA2 Research

Abdominal Organ Segmentation on BTCV (val)

85.64Mean DiceTeacher

Evaluation Results

Method
Teacher2026.01	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-KD2026.01	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
MedNeXt2026.01	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 framework2026.03	81.51	—	—	—	—	—	—	—	—	—	—	—	—	—	—
SwinUNETRv22026.01	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
SwinUNETR2026.03	80.56	—	—	—	—	—	—	—	—	—	—	—	—	—	—
Student baseline2026.01	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
SwinUNETR2026.01	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-Net2026.01	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
TransBTS2026.01	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
nnFormer2026.01	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-Net2026.01	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
SwinMM2026.03	76.72	—	—	—	—	—	—	—	—	—	—	—	—	—	—
UNETR2026.01	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
SegFormer3D2026.01	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
SlimUNETR2026.01	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