Nuclei Detection on Multi-organ Histopathology (val)
91.3PrecisionSRFormer-light
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SRFormer-lightDetection model=StarDist, IoU threshold=0.5, Super-resolution scale=x42026.03 | 91.3 | 91.6 | 91 | 0.9895 | 88.5 | |
| SwinIR-lightDetection model=StarDist, IoU threshold=0.5, Super-resolution scale=x42026.03 | 90.6 | 92.8 | 91.1 | 0.9886 | 88.3 | |
| CAFlow (Adaptive)Detection model=StarDist, IoU threshold=0.5, Super-resolution scale=x4, Exit strategy=Adaptive2026.03 | 90.5 | 92.5 | 90.9 | 0.9873 | 88.2 | |
| CAFlow (E3)Detection model=StarDist, IoU threshold=0.5, Super-resolution scale=x4, Exit strategy=E32026.03 | 90.2 | 92.5 | 90.6 | 0.9888 | 88.1 | |
| SR3Detection model=StarDist, IoU threshold=0.5, Super-resolution scale=x42026.03 | 90.1 | 92.4 | 90.6 | 0.9866 | 88 | |
| EDSRDetection model=StarDist, IoU threshold=0.5, Super-resolution scale=x42026.03 | 89.8 | 92.6 | 90.5 | 0.9878 | 87.9 | |
| SwinIR-MediumDetection model=StarDist, IoU threshold=0.5, Super-resolution scale=x42026.03 | 89.5 | 93.6 | 90.9 | 0.9868 | 88.4 | |
| BicubicDetection model=StarDist, IoU threshold=0.5, Super-resolution scale=x42026.03 | 86.3 | 88.6 | 86.9 | 0.9799 | 84.7 |