Multi-organ segmentation on Synapse
87.98Average DSC
U-Mamba
Updated 22d ago
Evaluation Results
| Method | Links | |||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.03 | 87.98 | - | - | 90.8 | - | 73.8 | - | 94.6 | - | 94.5 | - | 96.9 | - | 79.3 | - | 95.8 | - | 81.7 | - | |
2021.09 | 87.51 | 7.7 | 5.9 | 93.11 | 8.63 | 72.08 | 18.42 | 86.2 | 8.56 | 87.76 | 1.63 | 97.2 | 3.64 | 84.21 | 9.42 | 91.94 | 5.41 | 87.6 | - | |
2021.09 | 86.99 | 10.78 | 5.91 | 93.01 | 15.19 | 71.77 | 18.6 | 85.57 | 6.44 | 88.18 | 1.62 | 97.23 | 4.52 | 83.01 | 24.34 | 91.86 | 9.58 | 85.26 | - | |
2021.09 | 86.57 | 10.63 | 11.38 | 92.04 | 11.55 | 70.17 | 18.09 | 86.57 | 12.76 | 86.25 | 2 | 96.84 | 3.72 | 83.35 | 16.92 | 90.51 | 8.58 | 86.83 | - | |
2026.03 | 86.57 | - | - | 92.04 | - | 70.17 | - | 86.57 | - | 86.25 | - | 96.84 | - | 83.35 | - | 90.51 | - | 86.83 | - | |
2024.02 | 85.62 | 24.22 | - | 91.97 | - | 70.23 | - | 87.31 | - | 85.63 | - | 96.27 | - | 78.26 | - | 91.21 | - | 84.1 | 77.84 | |
2024.02 | 84.78 | 29.97 | - | 92.11 | - | 65.86 | - | 86.71 | - | 82.65 | - | 95.94 | - | 77.74 | - | 91.08 | - | 86.18 | 76.71 | |
2024.02 | 84.71 | 35.21 | - | 92.2 | - | 65.86 | - | 87.66 | - | 85.94 | - | 94.75 | - | 80.16 | - | 87.63 | - | 83.47 | 76.66 | |
2024.09 | 83.95 | 21.16 | - | 91.24 | - | 71.5 | - | 84.77 | - | 86.88 | - | 96.12 | - | 69.42 | - | 92.75 | - | 78.93 | - | |
2026.03 | 83.33 | - | - | 89.98 | - | 57.29 | - | 90.49 | - | 90.53 | - | 96.47 | - | 70.57 | - | 93.03 | - | 78.7 | - | |
2026.03 | 83.29 | 15.14 | - | 87.91 | - | 73.09 | - | 88.2 | - | 84.05 | - | 94.98 | - | 63.89 | - | 93.26 | - | 80.94 | - | |
2024.09 | 83.06 | 42.09 | - | 90.72 | - | 67.18 | - | 85.85 | - | 86.69 | - | 95.78 | - | 66.92 | - | 92.01 | - | 79.33 | - | |
2024.02 | 83.01 | 32.63 | - | 91.23 | - | 70.23 | - | 85.62 | - | 83.59 | - | 95.85 | - | 70.28 | - | 90.19 | - | 77.12 | 74.59 | |
2024.09 | 82.83 | 27.17 | - | 90.55 | - | 63.98 | - | 85.83 | - | 86.31 | - | 96.22 | - | 68.27 | - | 92.33 | - | 79.18 | - | |
2026.03 | 82.47 | 19.07 | - | 87.95 | - | 69.1 | - | 87.13 | - | 81.53 | - | 94.71 | - | 65.17 | - | 91.89 | - | 82.26 | - | |
2026.03 | 82.15 | - | - | 90.43 | - | 55.26 | - | 86.53 | - | 86.13 | - | 95.68 | - | 73.06 | - | 89.02 | - | 81.12 | - | |
2026.03 | 81.96 | 18.2 | - | 86.99 | - | 68.65 | - | 85.21 | - | 82 | - | 94.41 | - | 65.67 | - | 91.92 | - | 80.81 | - | |
2026.03 | 81.96 | - | - | 86.99 | - | 68.65 | - | 85.21 | - | 82 | - | 94.41 | - | 65.67 | - | 91.92 | - | 80.81 | - | |
2024.02 | 81.42 | 39.05 | - | 90.49 | - | 65.64 | - | 80.67 | - | 78.19 | - | 95.67 | - | 71.25 | - | 86.76 | - | 82.7 | 72.38 | |
2024.02 | 81.4 | 35.37 | - | 89.89 | - | 64.99 | - | 85.75 | - | 81 | - | 95.65 | - | 68.96 | - | 87.76 | - | 77.21 | 72.43 | |
2024.09 | 81.36 | 31.86 | - | 90.48 | - | 61.76 | - | 83.71 | - | 85.07 | - | 95.43 | - | 66.44 | - | 90.4 | - | 77.6 | - | |
2024.09 | 81.34 | 26.5 | - | 91.22 | - | 57.97 | - | 85.75 | - | 85.7 | - | 95.66 | - | 64.62 | - | 91.49 | - | 78.33 | - | |
2026.03 | 81.06 | 20.23 | - | 83.01 | - | 70.59 | - | 82.23 | - | 80.37 | - | 94.08 | - | 64.43 | - | 90.1 | - | 83.69 | - | |
2024.09 | 80.71 | 21.64 | - | 90.99 | - | 69.67 | - | 78.28 | - | 85.9 | - | 94.86 | - | 67.02 | - | 89.93 | - | 69.06 | - | |
2024.09 | 80.48 | 35.4 | - | 90.84 | - | 60.04 | - | 85.64 | - | 86.16 | - | 96.09 | - | 59.91 | - | 91.18 | - | 73.96 | - | |
2026.03 | 80.39 | 14.7 | - | 86.21 | - | 65.69 | - | 85.23 | - | 79.77 | - | 94.61 | - | 59.52 | - | 90.99 | - | 81.08 | - | |
2026.03 | 79.56 | - | - | 89.99 | - | 60.56 | - | 85.66 | - | 84.8 | - | 94.46 | - | 59.25 | - | 87.81 | - | 73.99 | - | |
2024.02 | 79.42 | 39.45 | - | 88.46 | - | 61.38 | - | 78.44 | - | 78.73 | - | 94.13 | - | 71.93 | - | 84.43 | - | 77.88 | 70.55 | |
2026.03 | 79.13 | 21.55 | - | 85.47 | - | 66.53 | - | 83.28 | - | 79.61 | - | 94.29 | - | 56.58 | - | 90.66 | - | 76.6 | - | |
2026.03 | 79.13 | - | - | 85.47 | - | 66.53 | - | 83.28 | - | 79.61 | - | 94.29 | - | 56.58 | - | 90.66 | - | 76.6 | - | |
2024.02 | 78.99 | 44.89 | - | 90.36 | - | 59.63 | - | 82.34 | - | 80.56 | - | 92.76 | - | 64.33 | - | 80.03 | - | 81.89 | 70.05 | |
2024.09 | 78.59 | 25.36 | - | 82.94 | - | 65.03 | - | 81.12 | - | 83.17 | - | 95.51 | - | 57.35 | - | 90.28 | - | 73.31 | - | |
2024.09 | 78.56 | 55.94 | - | 90.9 | - | 57.47 | - | 81.38 | - | 81.97 | - | 95.41 | - | 65.21 | - | 89.52 | - | 66.59 | - | |
2026.03 | 78.53 | - | - | 87.33 | - | 62.23 | - | 84.61 | - | 80.25 | - | 93.11 | - | 59.07 | - | 88.86 | - | 72.76 | - | |
2026.03 | 78.09 | - | - | 85.87 | - | 61.38 | - | 84.83 | - | 79.36 | - | 94.28 | - | 57.65 | - | 87.74 | - | 73.55 | - | |
2024.02 | 78.03 | 52.93 | - | 89.71 | - | 62.45 | - | 78.07 | - | 69.73 | - | 92.79 | - | 70.48 | - | 83.41 | - | 77.62 | 67.62 | |
2024.02 | 77.89 | 60.18 | - | 90.87 | - | 62.86 | - | 76.44 | - | 75.81 | - | 94.95 | - | 64.65 | - | 83.99 | - | 73.52 | 68.44 | |
2026.03 | 77.77 | 36.02 | - | 89.55 | - | 68.88 | - | 77.98 | - | 71.11 | - | 93.57 | - | 58.04 | - | 87.3 | - | 75.75 | - | |
2026.03 | 77.48 | 31.69 | - | 87.23 | - | 63.13 | - | 81.87 | - | 77.02 | - | 94.08 | - | 55.86 | - | 85.08 | - | 75.62 | - | |
2026.03 | 77.48 | - | - | 87.23 | - | 63.16 | - | 81.87 | - | 77.02 | - | 94.08 | - | 55.86 | - | 85.08 | - | 75.62 | - | |
2024.02 | 77.42 | 57.94 | - | 90.09 | - | 63.8 | - | 77.19 | - | 73.11 | - | 94.71 | - | 62.15 | - | 84.25 | - | 74.09 | 67.42 | |
2024.02 | 77.12 | 49.25 | - | 91.07 | - | 62.35 | - | 76.13 | - | 75.19 | - | 93.42 | - | 62.13 | - | 83.03 | - | 73.61 | 67.97 | |
2026.03 | 76.85 | 39.7 | - | 89.07 | - | 69.72 | - | 77.77 | - | 68.6 | - | 93.43 | - | 53.98 | - | 86.67 | - | 75.58 | - | |
2024.02 | 76.45 | 60.07 | - | 88.69 | - | 60.9 | - | 80.73 | - | 75.48 | - | 92.3 | - | 60.09 | - | 81.3 | - | 72.14 | 66.42 | |
2024.09 | 76.32 | 39.21 | - | 87.41 | - | 53.55 | - | 80.3 | - | 80.94 | - | 95.33 | - | 52.46 | - | 88.41 | - | 72.19 | - | |
2024.09 | 73.81 | 69.49 | - | 82.96 | - | 58.15 | - | 78.82 | - | 81.6 | - | 93.78 | - | 44.01 | - | 85.47 | - | 65.68 | - | |
2024.02 | 71.45 | 66.5 | - | 89.49 | - | 53.15 | - | 69.15 | - | 64.77 | - | 88.89 | - | 59.16 | - | 76.1 | - | 70.92 | 61.45 |