Multiple Instance Learning classification on RSNA ICH
77AUROC (%)SVM-Summ
Evaluation results
| Method | Links | |
|---|---|---|
| SVM-Summ2026.06 | 77 | |
| TabPFN-Cluster2026.06 | 76.9 | |
| ICMIL2026.06 | 75 | |
| Joint2026.06 | 74.9 | |
| Mixed2026.06 | 74.8 | |
| MeanLogReg2026.06 | 74.6 | |
| Fact. (cont, MLP)2026.06 | 73.9 | |
| Fact. (cont, tree)2026.06 | 73.4 | |
| Fact. (disc, lookup)2026.06 | 72.4 | |
| ABMIL2026.06 | 71.2 | |
| Fact. (disc, MLP)2026.06 | 70.1 | |
| TabPFN-Subsample2026.06 | 64.1 | |
| TabPFN-Concat2026.06 | 63.9 | |
| Fact. (disc, tree)2026.06 | 51.3 |