Nuclei Segmentation on MoNuSeg
77.36mIoU
UCTransNet + ours
Updated 5d ago
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
2026.04 | 77.36 | - | - | - | - | - | - | - | 90.15 | 64.58 | |
2026.04 | 76.99 | - | - | - | - | - | - | - | 89.71 | 64.28 | |
2026.04 | 74.46 | - | - | - | - | - | - | - | 87.36 | 61.55 | |
2026.04 | 74.36 | - | - | - | - | - | - | - | 87.79 | 60.93 | |
2025.04 | 73.06 | 84.12 | - | 81.46 | 87.3 | 0.0329 | 2.2422 | 0.1583 | - | - | |
2025.08 | 72.93 | 84.17 | 84.27 | - | - | - | - | - | - | - | |
2025.08 | 70.24 | 82.47 | 82.57 | - | - | - | - | - | - | - | |
2025.08 | 69.96 | 82.28 | 82.4 | - | - | - | - | - | - | - | |
2025.08 | 69.94 | 82.26 | 82.43 | - | - | - | - | - | - | - | |
2025.08 | 69.87 | 82.62 | 79.11 | - | - | - | - | - | - | - | |
2025.08 | 69.75 | 82.13 | 82.27 | - | - | - | - | - | - | - | |
2025.04 | 69.34 | 81.83 | - | 75.31 | 90.29 | 0.0422 | 2.7901 | 0.6458 | - | - | |
2025.08 | 69.25 | 81.83 | 82.72 | - | - | - | - | - | - | - | |
2025.08 | 69.22 | 82.89 | 82.98 | - | - | - | - | - | - | - | |
2025.04 | 68.89 | 81.33 | - | 77.2 | 86.88 | 0.0444 | 13.445 | 3.0647 | - | - | |
2025.08 | 68.28 | 81.09 | 81.24 | - | - | - | - | - | - | - | |
2025.04 | 67.89 | 80.22 | - | 81.58 | 79.17 | 0.061 | 3.5602 | 0.7379 | - | - | |
2025.04 | 67.6 | 80.42 | - | 81.63 | 80.88 | 0.0555 | 3.3357 | 0.6852 | - | - | |
2021.02 | 66.17 | - | 79.56 | - | - | - | - | - | - | - | |
2021.02 | 66.17 | - | 79.55 | - | - | - | - | - | - | - | |
2021.02 | 66.07 | - | 79.49 | - | - | - | - | - | - | - | |
2021.02 | 66.04 | - | 79.49 | - | - | - | - | - | - | - | |
2021.02 | 65.99 | - | 79.43 | - | - | - | - | - | - | - | |
2025.08 | 65.94 | 78.38 | 79.21 | - | - | - | - | - | - | - | |
2025.04 | 65.56 | 79.2 | - | 75.83 | 82.88 | 0.0561 | 18.366 | 4.2 | - | - | |
2025.04 | 65.38 | 79.01 | - | 72.38 | 87.88 | 0.0403 | 3.7871 | 0.7893 | - | - | |
2025.08 | 62.97 | 76.78 | 78.31 | - | - | - | - | - | - | - | |
2025.08 | 62.92 | 76.89 | 77.45 | - | - | - | - | - | - | - | |
2025.04 | 62.9 | 77.26 | - | 77.67 | 77.54 | 0.0689 | 3.8687 | 0.8114 | - | - | |
2021.02 | 62.49 | - | 76.83 | - | - | - | - | - | - | - | |
2021.02 | 62.01 | - | 76.44 | - | - | - | - | - | - | - | |
2025.08 | 61.41 | 75.08 | 76.55 | - | - | - | - | - | - | - | |
2025.08 | 60.25 | 74.06 | 75.57 | - | - | - | - | - | - | - | |
2025.04 | 59.62 | 73.42 | - | 74.87 | 73.04 | 0.0766 | 3.6609 | 0.8109 | - | - | |
2026.04 | 58.35 | 72.99 | - | - | - | - | - | - | - | - | |
2026.04 | 58.11 | 64.08 | - | - | - | - | - | - | - | - | |
2026.04 | 57.89 | 63.37 | - | - | - | - | - | - | - | - | |
2026.04 | 57.66 | 63.19 | - | - | - | - | - | - | - | - | |
2026.04 | 56.07 | 61.13 | - | - | - | - | - | - | - | - | |
2025.08 | 51.82 | 65.76 | 65.96 | - | - | - | - | - | - | - | |
2025.08 | 51.02 | 64.91 | 65.06 | - | - | - | - | - | - | - | |
2025.08 | 45.75 | 31.56 | 31.47 | - | - | - | - | - | - | - | |
2025.08 | 29.81 | 44.51 | 44.85 | - | - | - | - | - | - | - | |
2021.02 | 28.71 | - | 28.84 | - | - | - | - | - | - | - | |
2025.08 | 22.47 | 37.54 | 46.33 | - | - | - | - | - | - | - | |
2025.08 | 12.62 | 20.28 | 25.25 | - | - | - | - | - | - | - | |
2026.04 | 7.03 | 15.34 | - | - | - | - | - | - | - | - | |
2024.07 | - | 65.99 | 79.43 | - | - | - | - | - | - | - | |
2024.07 | - | 66.17 | 79.49 | - | - | - | - | - | - | - | |
2024.07 | - | 66.17 | 79.55 | - | - | - | - | - | - | - | |
2024.07 | - | 64.71 | 79.56 | - | - | - | - | - | - | - | |
2024.07 | - | 72.08 | 83.78 | - | - | - | - | - | - | - | |
2024.07 | - | 83.08 | 86.8 | - | - | - | - | - | - | - | |
2024.07 | - | 83.96 | 82.99 | - | - | - | - | - | - | - |