Multiple Instance Learning classification on HEPMASS
87.2AUROCMixed
Evaluation results
| Method | Links | |
|---|---|---|
| Mixed2026.06 | 87.2 | |
| MeanLogReg2026.06 | 86.9 | |
| Fact. (disc, lookup)2026.06 | 86.1 | |
| ICMIL2026.06 | 84.5 | |
| Fact. (cont, MLP)2026.06 | 84.3 | |
| Fact. (cont, tree)2026.06 | 84 | |
| Joint2026.06 | 81.9 | |
| Fact. (disc, MLP)2026.06 | 80.5 | |
| ABMIL2026.06 | 75.7 | |
| TabPFN-Subsample2026.06 | 67.7 | |
| TabPFN-Cluster2026.06 | 67.5 | |
| TabPFN-Concat2026.06 | 66.4 | |
| Fact. (disc, tree)2026.06 | 57.9 | |
| SVM-Summ2026.06 | 42.1 |