HER2 status prediction on Breast cancer H2 (internal cohort)
0.8412Mean AUCLiteFM
Evaluation Results
| Method | Links | |
|---|---|---|
| LiteFMModel=LiteFM2026.02 | 0.8412 | |
| LitePathModel=LitePath2026.02 | 0.8409 | |
| LiteFM-LModel=LiteFM-L2026.02 | 0.8362 | |
| GPFMModel=GPFM2026.02 | 0.8358 | |
| LiteFM-SModel=LiteFM-S2026.02 | 0.8336 | |
| LiteVirchow2Model=LiteVirchow22026.02 | 0.8332 | |
| H-Optimus-1Model=H-Optimus-12026.02 | 0.8286 | |
| Prov-GigaPathModel=Prov-GigaPath2026.02 | 0.8284 | |
| Phikon2Model=Phikon22026.02 | 0.8278 | |
| Virchow2Model=Virchow22026.02 | 0.8264 | |
| VirchowModel=Virchow2026.02 | 0.82 | |
| CTransPathModel=CTransPath2026.02 | 0.8192 | |
| mSTARModel=mSTAR2026.02 | 0.8188 | |
| UNIModel=UNI2026.02 | 0.8176 | |
| UNI2Model=UNI22026.02 | 0.8162 | |
| PhikonModel=Phikon2026.02 | 0.8141 | |
| CONCHModel=CONCH2026.02 | 0.8041 | |
| CHIEFModel=CHIEF2026.02 | 0.8031 | |
| MUSKModel=MUSK2026.02 | 0.8013 | |
| PLIPModel=PLIP2026.02 | 0.7983 | |
| CONCH1.5Model=CONCH1.52026.02 | 0.7976 | |
| Hibou-LModel=Hibou-L2026.02 | 0.7796 | |
| Resnet50Model=Resnet502026.02 | 0.7145 |