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Cardiac MR Segmentation on M&Ms-2 (test)

93.18Dice LV

Mamba-UNet

Updated 1mo ago

Evaluation Results

Method	Links
Mamba-UNet 2026.06		93.18	88.09	82.47	87.91	6.71	8.11	5.57	6.8
CineMA 2026.06		93.12	89.72	84.8	89.21	5.27	7.17	5.31	5.91
UNet 2026.06		92.25	88.26	83.56	88.02	6.37	8.63	6.49	7.16
CineMA 2026.06		91.02	84.99	81.91	85.97	7.39	14.08	7.44	9.69
TransFusion 2022.03		89.78	91.52	81.79	87.7	10.25	5.12	8.69	8.02
TransFusion 2022.03		89.52	91.75	81.46	87.58	11.31	9.18	11.96	10.82
MCTrans* 2022.03		88.81	88.61	79.94	85.79	11.52	7.02	10.07	9.54
rDLA* 2022.03		88.71	89.71	81.05	86.49	11.12	6.83	10.42	9.46
rDLA* 2022.03		88.64	90.28	80.78	86.57	12.74	10.31	12.49	11.85
MCTrans 2022.03		88.52	89.9	80.08	86.17	12.29	9.92	13.28	11.83
MCTrans 2022.03		88.42	88.19	79.47	85.36	11.78	7.65	10.76	10.06
DLA 2022.03		88.37	89.38	80.35	86.03	11.74	7.04	10.79	9.86
DLA 2022.03		88.27	89.88	80.23	86.13	13.25	10.84	12.31	12.13
InfoTrans* 2022.03		88.24	90.41	80.25	86.3	12.41	10.98	12.83	12.07
InfoTrans* 2022.03		88.21	89.11	80.55	85.96	12.47	7.23	10.21	9.97
ResUNet 2022.03		87.98	89.63	79.28	85.63	13.8	11.61	12.09	12.5
TransUNet 2022.03		87.91	88.69	78.67	85.09	13.8	10.29	13.45	12.51
TransUNet 2022.03		87.91	88.23	79.05	85.06	12.02	8.14	11.21	10.46
MCTrans* 2022.03		87.79	89.22	79.37	85.46	11.28	9.36	13.84	11.49
UTNet* 2022.03		87.74	90.82	80.71	86.42	11.79	9.11	13.41	11.44
ResUNet 2022.03		87.61	88.41	80.12	85.38	12.72	8.39	11.28	10.8
UTNet 2022.03		87.52	90.57	80.2	86.1	12.03	9.78	13.72	11.84
UTNet* 2022.03		87.36	90.42	81.02	86.27	11.13	5.91	9.81	8.95
UNet 2022.03		87.26	88.2	79.96	85.14	13.04	8.76	12.24	11.35
UNet 2022.03		87.02	88.85	79.07	84.98	13.78	12.1	12.23	12.7
UTNet 2022.03		86.93	89.07	80.48	85.49	11.47	6.35	10.02	9.28