Nuclei Classification on GlaS transfer from Dpath (test)
67.5Detection ScoreFull-supervised
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Full-supervisedProtocol=Full-supervised2022.07 | 67.5 | 0 | 77.5 | 20.7 | 19.1 | 0 | 44 | 26.9 | |
| CAPL-NetProtocol=UDA, Time cost=45 s/iter, Number of Parameters=3.7M2022.07 | 57.2 | 0 | 64.7 | 13.1 | 19.2 | 16.8 | 32.3 | 24.4 | |
| BaselineProtocol=UDA, Time cost=45 s/iter, Number of Parameters=3.7M2022.07 | 56.6 | 0 | 61.7 | 14.5 | 17.5 | 6.3 | 24.9 | 20.8 | |
| Yang et al.Protocol=UDA2022.07 | 56.5 | 0 | 62.1 | 14.1 | 15.2 | 1.8 | 24 | 19.5 | |
| Source OnlyProtocol=UDA, Time cost=35 s/iter, Number of Parameters=3.7M2022.07 | 51.2 | 2.2 | 46.7 | 20.6 | 6.8 | 21.5 | 18.6 | 19.4 |