Cardiac MR Segmentation on M&Ms-2 (test) benchmark leaderboard · SOTA2 Research

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

93.18Dice LVMamba-UNet

Evaluation Results

Method	Links
Mamba-UNet2026.06		93.18	88.09	82.47	87.91	6.71	8.11	5.57	6.8
CineMA2026.06		93.12	89.72	84.8	89.21	5.27	7.17	5.31	5.91
UNet2026.06		92.25	88.26	83.56	88.02	6.37	8.63	6.49	7.16
CineMA2026.06		91.02	84.99	81.91	85.97	7.39	14.08	7.44	9.69
TransFusion2022.03		89.78	91.52	81.79	87.7	10.25	5.12	8.69	8.02
TransFusion2022.03		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
MCTrans2022.03		88.52	89.9	80.08	86.17	12.29	9.92	13.28	11.83
MCTrans2022.03		88.42	88.19	79.47	85.36	11.78	7.65	10.76	10.06
DLA2022.03		88.37	89.38	80.35	86.03	11.74	7.04	10.79	9.86
DLA2022.03		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
ResUNet2022.03		87.98	89.63	79.28	85.63	13.8	11.61	12.09	12.5
TransUNet2022.03		87.91	88.69	78.67	85.09	13.8	10.29	13.45	12.51
TransUNet2022.03		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
ResUNet2022.03		87.61	88.41	80.12	85.38	12.72	8.39	11.28	10.8
UTNet2022.03		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
UNet2022.03		87.26	88.2	79.96	85.14	13.04	8.76	12.24	11.35
UNet2022.03		87.02	88.85	79.07	84.98	13.78	12.1	12.23	12.7
UTNet2022.03		86.93	89.07	80.48	85.49	11.47	6.35	10.02	9.28