Medical Image Segmentation on ACDC (test)
94.88Avg DSC
RefineFormer3D
Updated 1mo ago
Evaluation Results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.02 | 94.88 | 93.09 | - | 93.67 | - | 97.89 | - | - | - | - | - | - | - | - | - | - | |
| 93.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | ||
2026.02 | 93.44 | 92.19 | - | 91.97 | - | 96.14 | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 93.39 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 93.03 | 92.23 | - | 90.82 | - | 96.04 | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 92.83 | 91.89 | - | 90.61 | - | 96 | - | - | - | - | - | - | - | - | - | - | |
2024.06 | 92.54 | 90.92 | - | 90.49 | - | 96.2 | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 92.33 | 91.11 | - | 89.93 | - | 95.88 | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 92.11 | 90.46 | - | 89.88 | - | 95.98 | - | - | - | - | - | - | - | - | - | - | |
2024.06 | 92.08 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.06 | 92.08 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.06 | 92.08 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.06 | 92.08 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.06 | 92.08 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 92.07 | 90.72 | - | 89.57 | - | 95.9 | - | - | - | - | - | - | - | - | - | - | |
2024.06 | 92.06 | 90.94 | - | 89.58 | - | 95.65 | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 92.06 | 90.94 | - | 89.58 | - | 95.65 | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 92.06 | 90.94 | - | 89.58 | - | 95.65 | - | - | - | - | - | - | - | - | - | - | |
2024.06 | 92.02 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 92 | 91.5 | - | 90.1 | - | 94.3 | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 91.81 | 92.17 | - | 87.78 | - | 95.47 | - | - | - | - | - | - | - | - | - | - | |
2023.05 | 91.78 | 91.48 | 0.47 | 89.22 | 0.54 | 94.64 | 0.55 | 0.52 | - | - | - | - | - | - | - | - | |
2024.09 | 91.65 | - | - | - | - | - | - | 0.56 | - | 84.93 | 1.89 | - | - | - | - | - | |
2024.06 | 91.46 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 91.46 | 88.9 | - | 89.97 | - | 95.5 | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 91.43 | 90.28 | - | 89.24 | - | 94.77 | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 91.43 | 89.43 | - | 89.09 | - | 95.77 | - | - | - | - | - | - | - | - | - | - | |
2024.01 | 91.31 | 92.76 | - | 85.84 | - | 95.34 | - | - | 1.16 | - | - | - | - | - | - | - | |
2024.06 | 91.31 | 89.14 | - | 89.51 | - | 95.27 | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 91.24 | 91.77 | - | 86.24 | - | 95.72 | - | - | - | - | - | - | - | - | - | - | |
| 91.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | ||
2024.06 | 91.19 | 89.85 | - | 88.38 | - | 95.34 | - | - | - | - | - | - | - | - | - | - | |
2025.10 | 91.18 | 91.05 | - | 89.18 | - | 93.3 | - | - | 1.6234 | - | - | 0.03 | 1.9041 | 1.2598 | 1.7063 | 3.3 | |
2025.10 | 91.15 | 90.5 | - | 89 | - | 93.95 | - | - | 1.1489 | - | - | 0.031 | 1.2706 | 1.0307 | 1.1455 | 0.3 | |
2026.02 | 90.96 | 88.5 | - | 88.86 | - | 95.53 | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 90.96 | 88.5 | - | 88.86 | - | 95.53 | - | - | - | - | - | - | - | - | - | - | |
2024.09 | 90.92 | - | - | - | - | - | - | 0.31 | - | 83.83 | 1.29 | - | - | - | - | - | |
2024.01 | 90.9 | 91.33 | - | 85.79 | - | 95.58 | - | - | 1.52 | - | - | - | - | - | - | - | |
2026.04 | 90.87 | - | - | - | - | - | - | 0.69 | - | 83.67 | 2.07 | - | - | - | - | - | |
2026.03 | 90.86 | 89.55 | - | 88.04 | - | 94.99 | - | - | - | - | - | - | - | - | - | - | |
2024.01 | 90.79 | 91.56 | - | 85.24 | - | 95.18 | - | - | 1.08 | - | - | - | - | - | - | - | |
2024.01 | 90.68 | 91.65 | - | 84.82 | - | 95.57 | - | - | 1.51 | - | - | - | - | - | - | - | |
2024.09 | 90.44 | - | - | - | - | - | - | 0.47 | - | 82.95 | 1.77 | - | - | - | - | - | |
2024.01 | 90.41 | 91.45 | - | 84.54 | - | 95.23 | - | - | 1.12 | - | - | - | - | - | - | - | |
2025.10 | 90.34 | 89.92 | - | 87.97 | - | 93.13 | - | - | 1.2965 | - | - | 0.033 | 1.3887 | 1.3195 | 1.1814 | 0.7 | |
2026.02 | 90.32 | 89.55 | - | 87.64 | - | 93.76 | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 90.32 | 89.55 | - | 87.64 | - | 93.76 | - | - | - | - | - | - | - | - | - | - | |
2024.01 | 90.25 | 90.67 | - | 84.92 | - | 95.16 | - | - | 1.32 | - | - | - | - | - | - | - | |
2024.06 | 90.17 | 87.33 | - | 88.16 | - | 95.04 | - | - | - | - | - | - | - | - | - | - | |
2024.01 | 90.12 | 91.06 | - | 84.54 | - | 94.77 | - | - | 2.15 | - | - | - | - | - | - | - | |
2024.06 | 90 | 88.55 | - | 85.62 | - | 95.83 | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 90 | 88.55 | - | 85.62 | - | 95.83 | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 90 | 88.55 | - | 85.62 | - | 95.83 | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 90 | 88.55 | - | 85.62 | - | 95.83 | - | - | - | - | - | - | - | - | - | - | |
2024.01 | 89.78 | 89.91 | - | 84.38 | - | 95.04 | - | - | 1.91 | - | - | - | - | - | - | - | |
2024.06 | 89.71 | 88.86 | - | 84.53 | - | 95.73 | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 89.71 | 88.86 | - | 85.54 | - | 95.73 | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 89.71 | 88.86 | - | 85.54 | - | 95.73 | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 89.71 | 88.86 | - | 84.54 | - | 95.73 | - | - | - | - | - | - | - | - | - | - | |
2023.05 | 89.69 | 89.26 | 0.77 | 87.11 | 0.51 | 92.7 | 0.92 | 0.73 | - | - | - | - | - | - | - | - | |
2024.09 | 89.66 | - | - | - | - | - | - | 0.93 | - | 81.79 | 3.67 | - | - | - | - | - | |
2024.09 | 89.42 | - | - | - | - | - | - | 0.38 | - | 81.37 | 1.28 | - | - | - | - | - | |
2026.04 | 89.37 | - | - | - | - | - | - | 0.39 | - | 81.26 | 1.45 | - | - | - | - | - | |
2024.09 | 88.84 | - | - | - | - | - | - | 1.17 | - | 80.62 | 3.98 | - | - | - | - | - | |
2026.04 | 88.84 | - | - | - | - | - | - | 1.17 | - | 80.62 | 3.98 | - | - | - | - | - | |
2024.02 | 88.8 | 87.1 | - | 87.1 | - | 92.2 | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 88.8 | 87.1 | - | 87.1 | - | 92.2 | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 88.73 | 85.44 | - | 86.69 | - | 94.05 | - | - | - | - | - | - | - | - | - | - | |
2024.06 | 88.61 | 85.29 | - | 86.52 | - | 94.02 | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 88.61 | 85.29 | - | 86.52 | - | 94.02 | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 88.61 | 85.29 | - | 86.52 | - | 94.02 | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 88.61 | 85.29 | - | 86.52 | - | 94.02 | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 88.6 | 85.8 | - | 88.2 | - | 91.9 | - | - | - | - | - | - | - | - | - | - | |
2024.01 | 88.47 | 87.88 | - | 82.87 | - | 94.66 | - | - | 1.78 | - | - | - | - | - | - | - | |
2023.07 | 88.4 | 87 | - | 86.6 | - | 91.4 | - | - | - | - | - | - | - | - | - | - | |
2023.05 | 88.11 | 87.69 | 0.43 | 85.97 | 0.76 | 90.67 | 2.18 | 1.52 | - | - | - | - | - | - | - | - | |
2023.05 | 88.04 | 87.21 | 0.45 | 86 | 1.68 | 90.91 | 1.67 | 0.97 | - | - | - | - | - | - | - | - | |
2023.05 | 87.97 | 87.47 | 0.42 | 86.19 | 1.11 | 90.23 | 2.56 | 1.37 | - | - | - | - | - | - | - | - | |
2023.05 | 87.88 | 87.97 | 0.45 | 86.07 | 1.3 | 89.6 | 3.38 | 1.71 | - | - | - | - | - | - | - | - | |
2025.10 | 87.61 | 86.76 | - | 84.18 | - | 91.9 | - | - | 1.6382 | - | - | 0.035 | 2.3897 | 1.2355 | 1.2894 | 2.14 | |
2026.04 | 87.59 | - | - | - | - | - | - | 0.67 | - | 78.67 | 1.9 | - | - | - | - | - | |
2024.06 | 87.57 | 86.07 | - | 81.88 | - | 94.75 | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 87.57 | 86.07 | - | 81.88 | - | 94.75 | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 87.57 | 86.07 | - | 81.88 | - | 94.75 | - | - | - | - | - | - | - | - | - | - | |
2024.06 | 87.55 | 87.1 | - | 80.63 | - | 94.92 | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 87.55 | 87.1 | - | 80.63 | - | 94.92 | - | - | - | - | - | - | - | - | - | - | |
2023.07 | 87.2 | 84.5 | - | 84.4 | - | 92.6 | - | - | - | - | - | - | - | - | - | - | |
2024.09 | 87.1 | - | - | - | - | - | - | 2 | - | 78.06 | 6.68 | - | - | - | - | - | |
2025.10 | 87.08 | 85.89 | - | 84.84 | - | 84.84 | - | - | 1.813 | - | - | 0.042 | 1.8215 | 2.003 | 1.6144 | 2.49 | |
2024.02 | 87 | 90.3 | - | 83.2 | - | 87.5 | - | - | - | - | - | - | - | - | - | - | |
2024.01 | 86.78 | 86.04 | - | 80.44 | - | 93.84 | - | - | 2.32 | - | - | - | - | - | - | - | |
2024.09 | 86.78 | - | - | - | - | - | - | 1.4 | - | 77.67 | 6.07 | - | - | - | - | - | |
2026.04 | 86.78 | - | - | - | - | - | - | 1.4 | - | 77.67 | 6.07 | - | - | - | - | - | |
2024.06 | 86.75 | 87.58 | - | 79.2 | - | 93.47 | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 86.75 | 87.58 | - | 79.2 | - | 93.47 | - | - | - | - | - | - | - | - | - | - | |
2025.10 | 86.74 | 83.52 | - | 84.5 | - | 92.19 | - | - | 3.2344 | - | - | 0.042 | 4.3056 | 2.8576 | 2.54 | 4.77 | |
2026.04 | 86.44 | - | - | - | - | - | - | 1.84 | - | 77.04 | 5.5 | - | - | - | - | - | |
2025.10 | 85.88 | 86.88 | - | 79.91 | - | 90.84 | - | - | 2.279 | - | - | 0.04 | 3.1267 | 1.9004 | 1.8112 | 4.62 | |
2023.05 | 85.24 | 82.69 | 0.96 | 84.15 | 1.66 | 88.86 | 3.66 | 2.09 | - | - | - | - | - | - | - | - | |
2026.03 | 85 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - |
Showing 100 of 180 rows