Nuclei Segmentation on PanNuke T1
70.36mIoUSAMPO
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SAMPORatio=100%2025.08 | 70.36 | 82.6 | |
| MedSAMRatio=100%2025.08 | 69.46 | 81.98 | |
| SAMPORatio=20%2025.08 | 69.4 | 81.94 | |
| SAMPORatio=30%2025.08 | 69.31 | 81.87 | |
| SAMPORatio=10%2025.08 | 68.28 | 81.15 | |
| MedSAMRatio=30%2025.08 | 67.6 | 80.67 | |
| InstaSAMRatio=100%2025.08 | 66.1 | 79.59 | |
| MedSAMRatio=20%2025.08 | 65.25 | 78.97 | |
| MedSAMRatio=10%2025.08 | 64.51 | 78.43 | |
| U-NetRatio=100%2025.08 | 62.96 | 77.27 | |
| InstaSAMRatio=30%2025.08 | 62.91 | 77.23 | |
| InstaSAMRatio=20%2025.08 | 61.45 | 76.12 | |
| SwinUNetRatio=100%2025.08 | 61.34 | 76.04 | |
| SANRatio=100%2025.08 | 60.51 | 75.4 | |
| SANRatio=30%2025.08 | 59.93 | 74.95 | |
| InstaSAMRatio=10%2025.08 | 59.58 | 74.67 | |
| U-NetRatio=30%2025.08 | 58.29 | 73.65 | |
| U-NetRatio=20%2025.08 | 57.36 | 72.9 | |
| SwinUNetRatio=30%2025.08 | 56.93 | 72.55 | |
| SANRatio=20%2025.08 | 56.91 | 72.54 | |
| SwinUNetRatio=20%2025.08 | 56.43 | 72.15 | |
| U-NetRatio=10%2025.08 | 55.49 | 71.37 | |
| H-SAMRatio=100%2025.08 | 54.18 | 70.28 | |
| SwinUNetRatio=10%2025.08 | 52.97 | 69.26 | |
| H-SAMRatio=30%2025.08 | 51.68 | 68.14 | |
| SANRatio=10%2025.08 | 51.25 | 67.77 | |
| H-SAMRatio=20%2025.08 | 50.14 | 66.79 | |
| H-SAMRatio=10%2025.08 | 48.04 | 64.9 |