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Abdominal Multi-organ Segmentation on AMOS 2022 (test)

0.9774Spleen DSC

FEFormer

Updated 21d ago

Evaluation Results

Method	Links
FEFormer 2026.05		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-Net 2026.05		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 UNet 2026.05		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
VSmTrans 2026.05		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-Net 2026.05		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 UNETR 2026.05		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
TransBTS 2026.05		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
MedNext 2026.05		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
TransHRNet 2026.05		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
MixUNETR 2026.05		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
nnFormer 2026.05		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
VNet 2026.05		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
UNETR 2026.05		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
SegFormer 2026.05		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