Abdominal Multi-organ Segmentation on AMOS 2022 (test)

0.9774Spleen DSCFEFormer

Evaluation results

Method
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