Abdominal Multi-organ Segmentation on AMOS 2022 (test) benchmark leaderboard · SOTA2 Research

Abdominal Multi-organ Segmentation on AMOS 2022 (test)

0.9774Spleen DSCFEFormer

Evaluation Results

Method	Links
FEFormer2026.05		0.9774	0.9692	0.9671	0.8518	0.864	0.978	0.9277	0.9624	0.9282	0.8818	0.7932	0.8114	0.8316	0.907	0.8656	0.9011	1.78
nnU-Net2026.05		0.9661	0.9607	0.9553	0.8339	0.8471	0.9755	0.9131	0.9448	0.9034	0.8541	0.7653	0.7723	0.8079	0.8937	0.8372	0.8821	2.02
Att UNet2026.05		0.9614	0.959	0.9576	0.8186	0.8371	0.9745	0.9056	0.9381	0.8941	0.845	0.7512	0.7555	0.7921	0.8807	0.8296	0.8734	1.93
VSmTrans2026.05		0.96	0.9534	0.9503	0.8204	0.8382	0.9738	0.9016	0.9507	0.9029	0.8461	0.7589	0.7638	0.8018	0.8771	0.8129	0.8742	1.96
UX-Net2026.05		0.9595	0.9573	0.9509	0.8097	0.8352	0.9721	0.8904	0.9387	0.8922	0.8367	0.7544	0.7589	0.7783	0.8691	0.8156	0.8681	2.36
Swin UNETR2026.05		0.9593	0.9574	0.951	0.8062	0.8325	0.9721	0.8883	0.9382	0.8918	0.8307	0.7561	0.7582	0.7796	0.8692	0.8092	0.8668	2.38
TransBTS2026.05		0.9591	0.9559	0.9485	0.8191	0.8277	0.9729	0.8956	0.9286	0.8792	0.8263	0.7343	0.7437	0.7789	0.8795	0.823	0.8649	2.15
MedNext2026.05		0.9588	0.9573	0.9491	0.8085	0.8247	0.9722	0.8936	0.9153	0.8718	0.8318	0.7489	0.7515	0.7747	0.8718	0.8072	0.8626	2.18
TransHRNet2026.05		0.9583	0.9554	0.9502	0.8125	0.8297	0.9724	0.8982	0.9497	0.9011	0.8404	0.7544	0.7612	0.7911	0.876	0.8148	0.871	2.04
MixUNETR2026.05		0.9572	0.9524	0.9499	0.814	0.8297	0.972	0.8919	0.9493	0.8992	0.8387	0.7538	0.7604	0.786	0.8753	0.8141	0.8697	2.17
nnFormer2026.05		0.9527	0.9404	0.94	0.8257	0.7952	0.9683	0.8942	0.9098	0.8348	0.7924	0.6993	0.7065	0.7308	0.8671	0.8185	0.8451	2.73
VNet2026.05		0.9518	0.9505	0.9505	0.7781	0.8104	0.9683	0.881	0.9217	0.8664	0.8138	0.7339	0.7451	0.7539	0.8504	0.7948	0.8515	2.63
UNETR2026.05		0.9368	0.9283	0.9278	0.711	0.7757	0.9571	0.8244	0.9119	0.8418	0.7691	0.7087	0.688	0.6904	0.791	0.759	0.8149	3.56
SegFormer2026.05		0.9203	0.9274	0.9188	0.7107	0.6997	0.9556	0.8344	0.9067	0.8358	0.7566	0.5944	0.5582	0.6872	0.7899	0.7516	0.7899	3.32