Cancer Classification on BRCA
91.8AccuracyMAGNET
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MAGNET2025.06 | 91.8 | 90.2 | 91.7 | 0.884 | — | |
| M3Care2025.06 | 89.9 | 87.2 | 89.8 | 0.858 | — | |
| MUSE2025.06 | 89.5 | 88 | 89.4 | 0.851 | — | |
| MMDynamic2026.05 | 86.1 | 83 | — | — | 84.5 | |
| SDM-Q2026.05 | 86.1 | 82.8 | — | — | 86.3 | |
| MOGONET-kNNImputation strategy=k-nearest neighbor2025.06 | 84.7 | 79.4 | 83.8 | 0.781 | — | |
| MRGCN2025.06 | 84.4 | 82.6 | 84.2 | 0.778 | — | |
| TMC2026.05 | 84.2 | 84.4 | — | — | 80.6 | |
| CLCLSA2026.05 | 82.5 | 83.1 | — | — | 85.6 | |
| CF2026.05 | 81.5 | 81.5 | — | — | 77.1 | |
| MOGONET2026.05 | 80.2 | 71.8 | — | — | 78.3 | |
| GMU2026.05 | 80 | 79.8 | — | — | 74.6 | |
| MOGONET-ZeroImputation strategy=zero imputation2025.06 | 79.5 | 63.8 | 75.8 | 0.706 | — | |
| RF2026.05 | 75.4 | 73.3 | — | — | 64.9 | |
| NN2026.05 | 75.4 | 74 | — | — | 66.8 | |
| KNN2026.05 | 74.2 | 73 | — | — | 68.2 | |
| GRridge2026.05 | 74 | 72.6 | — | — | 65.6 | |
| DCP2026.05 | 73.8 | 68.3 | — | — | 74.3 | |
| LR2026.05 | 73.2 | 69.8 | — | — | 64.2 | |
| SVM2026.05 | 72.9 | 70.2 | — | — | 64 | |
| BPLSDA2026.05 | 64.2 | 53.4 | — | — | 36.9 | |
| BSPLSDA2026.05 | 63.9 | 52.2 | — | — | 35.1 |