Nuclei Segmentation on CoNSeP T1
64.73IoUSAMPO
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SAMPORatio=100%2025.08 | 64.73 | 78.17 | |
| MedSAMRatio=100%2025.08 | 61.67 | 75.92 | |
| SAMPORatio=30%2025.08 | 58.45 | 73.25 | |
| SANRatio=100%2025.08 | 55.64 | 71.31 | |
| SwinUNetRatio=100%2025.08 | 52.75 | 68.76 | |
| MedSAMRatio=30%2025.08 | 51.92 | 65.88 | |
| U-NetRatio=100%2025.08 | 51.84 | 68.01 | |
| SANRatio=30%2025.08 | 51.4 | 67.49 | |
| H-SAMRatio=100%2025.08 | 50.74 | 66.72 | |
| U-NetRatio=30%2025.08 | 49.92 | 66.33 | |
| SwinUNetRatio=30%2025.08 | 49.38 | 64.89 | |
| SAMPORatio=20%2025.08 | 49.14 | 65.2 | |
| MedSAMRatio=20%2025.08 | 48.17 | 63.92 | |
| U-NetRatio=20%2025.08 | 47.06 | 63.4 | |
| H-SAMRatio=30%2025.08 | 37.33 | 53.85 | |
| SANRatio=20%2025.08 | 35.48 | 51.51 | |
| InstaSAMRatio=100%2025.08 | 34.62 | 49.95 | |
| SAMPORatio=10%2025.08 | 34.09 | 49.46 | |
| MedSAMRatio=10%2025.08 | 33.89 | 47.71 | |
| SwinUNetRatio=20%2025.08 | 31.71 | 45.7 | |
| InstaSAMRatio=30%2025.08 | 31.44 | 46.33 | |
| U-NetRatio=10%2025.08 | 31.39 | 45.85 | |
| H-SAMRatio=20%2025.08 | 24.64 | 38.69 | |
| InstaSAMRatio=20%2025.08 | 21.24 | 34.14 | |
| SwinUNetRatio=10%2025.08 | 16.72 | 28.28 | |
| InstaSAMRatio=10%2025.08 | 16.37 | 27.3 |