Cancer Grading and Staging on TCGA KIRC internal (val)
91AUCConch
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ConchModel=M_Conch2025.12 | 91 | 86 | 70 | 78 | |
| Fusion (Majority Vote)Embedding=Fusion (Majority Vote), Model=M_Maj2025.12 | 89 | 93 | 60 | 84 | |
| Prov-GigapathModel=M_Giga2025.12 | 86 | 79 | 50 | 64 | |
| H-Optimus1Model=M_Hopt2025.12 | 84 | 86 | 60 | 73 | |
| VirchowModel=M_Virch2025.12 | 82 | 79 | 50 | 64 | |
| MUSKModel=M_Musk2025.12 | 81 | 79 | 60 | 70 | |
| MADELEINEEmbedding=MADELEINE, Model=M_Madel2025.12 | 81 | 86 | 30 | 73 | |
| Fusion (Pruning) / Intelligent FusionModel=M_IF_tau2025.12 | 79 | 79 | 50 | 64 | |
| CHIEFEmbedding=CHIEF, Model=M_Chief2025.12 | 78 | 71 | 60 | 71 | |
| Fusion (Concatenation)Embedding=Fusion (Concatenation), Model=M_Con2025.12 | 78 | 79 | 50 | 73 | |
| Intelligent Fusion (Pruning)Embedding=Fusion (Pruning), Model=M_IF2025.12 | 75 | 86 | 40 | 75 | |
| Fusion (Concatenation)Model=M_Con_tau2025.12 | 69 | 64 | 60 | 62 | |
| TITANEmbedding=TITAN, Model=M_Titan2025.12 | 69 | 79 | 50 | 73 |