Disease Subgroup Discovery on Viral/Bacterial Pneumonia (test)
89.1Subgroup B-ACCCE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CEtype=upper bound2026.05 | 89.1 | — | — | |
| Deep UCSL without SK2026.05 | 84.7 | 88 | 81.2 | |
| Deep UCSL2026.05 | 83.5 | 88.6 | 82 | |
| WS-DeepClustering2026.05 | 82.6 | 88.1 | 81.2 | |
| SwAVTraining samples=disease samples only2026.05 | 81.5 | — | — | |
| DeepCluster-v2Training samples=disease samples only2026.05 | 81.4 | — | — | |
| EVA-X2026.05 | 81.3 | 72.9 | 67.4 | |
| PCLTraining samples=disease samples only2026.05 | 77.3 | — | — | |
| BYOLTraining samples=disease samples only2026.05 | 74.8 | — | — | |
| SimCLRTraining samples=disease samples only2026.05 | 74.1 | — | — | |
| VAE + UCSL2026.05 | 73.1 | 73.4 | 64.6 | |
| SCANTraining samples=disease samples only2026.05 | 57.6 | — | — | |
| SupCon2026.05 | 57.6 | 89.5 | 74.4 | |
| BCE + K-Means2026.05 | 56 | 91.7 | 75.2 |