Nuclei Classification on CRAG
16.7F1 (Eosinophil)Full-supervised
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Full-supervisedsupervision=Full2022.07 | 16.7 | 72.4 | 38.8 | 41.9 | 42.8 | 54.5 | 44.5 | |
| Baseline+CAcomponent=Category-Aware feature alignment2022.07 | 12.8 | 69.7 | 35.1 | 40 | 8.4 | 49.8 | 36 | |
| CAPL-Net2022.07 | 11.1 | 71.4 | 38.9 | 40.2 | 37.7 | 53.5 | 42.1 | |
| Baseline+CA+PLcomponent=Category-Aware feature alignment + Pseudo-Labelling2022.07 | 11 | 72.5 | 32.7 | 38.3 | 35.2 | 55.8 | 40.9 | |
| Baselinecomponent=feature-level domain discriminator2022.07 | 4.4 | 68.7 | 29.2 | 38.1 | 15.5 | 47.5 | 33.9 | |
| Yang et al.adaptation_mode=UDA2022.07 | 3.7 | 67 | 33 | 37.1 | 1.7 | 42.8 | 30.9 | |
| Source Onlyadaptation_mode=No Adaptation2022.07 | 2.2 | 38.9 | 32.4 | 19.5 | 3.8 | 16.1 | 18.8 |