Nuclei Segmentation on PanNuke T2
69.3IoUSAMPO
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SAMPORatio=100%2025.08 | 69.3 | 81.87 | |
| SAMPORatio=30%2025.08 | 68.58 | 81.36 | |
| SAMPORatio=20%2025.08 | 61.14 | 75.88 | |
| SAMPORatio=10%2025.08 | 50.96 | 67.51 | |
| MedSAMRatio=100%2025.08 | 41.42 | 58.58 | |
| MedSAMRatio=30%2025.08 | 39.34 | 56.47 | |
| InstaSAMRatio=100%2025.08 | 37.76 | 54.82 | |
| SANRatio=100%2025.08 | 36.66 | 53.65 | |
| MedSAMRatio=20%2025.08 | 36.49 | 53.47 | |
| H-SAMRatio=100%2025.08 | 35.13 | 51.99 | |
| U-NetRatio=100%2025.08 | 33.75 | 50.47 | |
| SANRatio=30%2025.08 | 31.04 | 47.37 | |
| H-SAMRatio=30%2025.08 | 30.93 | 47.25 | |
| MedSAMRatio=10%2025.08 | 30.81 | 47.11 | |
| SwinUNetRatio=100%2025.08 | 30.03 | 46.19 | |
| U-NetRatio=30%2025.08 | 29.74 | 45.85 | |
| SANRatio=20%2025.08 | 29.35 | 45.38 | |
| U-NetRatio=20%2025.08 | 29.01 | 44.97 | |
| H-SAMRatio=20%2025.08 | 28.18 | 43.97 | |
| U-NetRatio=10%2025.08 | 27.82 | 43.53 | |
| SANRatio=10%2025.08 | 25.32 | 40.41 | |
| H-SAMRatio=10%2025.08 | 25.28 | 40.36 | |
| InstaSAMRatio=30%2025.08 | 22.68 | 36.97 | |
| SwinUNetRatio=30%2025.08 | 22.26 | 36.41 | |
| SwinUNetRatio=10%2025.08 | 22.09 | 36.19 | |
| SwinUNetRatio=20%2025.08 | 21.8 | 35.8 | |
| InstaSAMRatio=20%2025.08 | 17.16 | 29.29 | |
| InstaSAMRatio=10%2025.08 | 11.86 | 21.21 |