Nuclei Classification on CoNSeP
87.3AccuracyDiffMix
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DiffMixBase Architecture=SONNET2023.06 | 87.3 | 62.2 | 62.7 | 46.3 | 57.5 | |
| SONNETBase Architecture=SONNET2023.06 | 86.3 | 61 | 61.8 | 36.7 | 56 | |
| GradMixBase Architecture=SONNET2023.06 | 86.1 | 60 | 63.9 | 34.8 | 55.5 | |
| DiffMix-EBase Architecture=SONNET2023.06 | 86 | 60.4 | 60 | 37.4 | 55.7 | |
| DiffMix-BBase Architecture=SONNET2023.06 | 85.7 | 60 | 60.6 | 33.5 | 55.7 | |
| DiffMixBase Architecture=HoVer-Net2023.06 | 81.8 | 60.4 | 50.1 | 36.3 | 50.8 | |
| DiffMix-BBase Architecture=HoVer-Net2023.06 | 80.9 | 59.5 | 49.6 | 32.4 | 49.8 | |
| DiffMix-EBase Architecture=HoVer-Net2023.06 | 80.4 | 60.2 | 48.6 | 22.3 | 49.3 | |
| GradMixBase Architecture=HoVer-Net2023.06 | 80.2 | 59.8 | 51.9 | 14.4 | 49.4 | |
| HoVer-NetBase Architecture=HoVer-Net2023.06 | 79.9 | 58.8 | 49 | 20.4 | 47.8 |