Multiple Instance Learning classification on SMIL
85.4AUROCABMIL
Evaluation results
| Method | Links | |
|---|---|---|
| ABMIL2026.06 | 85.4 | |
| TabPFN-Cluster2026.06 | 77.8 | |
| Fact. (disc, lookup)2026.06 | 74.9 | |
| Joint2026.06 | 74.5 | |
| Mixed2026.06 | 74.5 | |
| ICMIL2026.06 | 74.4 | |
| MeanLogReg2026.06 | 72.4 | |
| Fact. (cont, MLP)2026.06 | 71.4 | |
| Fact. (cont, tree)2026.06 | 70.3 | |
| SVM-Summ2026.06 | 66.5 | |
| Fact. (disc, MLP)2026.06 | 65.5 | |
| TabPFN-Subsample2026.06 | 58.2 | |
| TabPFN-Concat2026.06 | 56.3 | |
| Fact. (disc, tree)2026.06 | 49 |