Acute Promyelocytic Leukemia (APL) versus non-APL classification on APL-AML
69.51Macro F1QG-MIL no Gate
Evaluation results
| Method | Links | |
|---|---|---|
| QG-MIL no GateEncoder=Bloom-L2026.06 | 69.51 | |
| QG-MIL no QKnormEncoder=Bloom-S2026.06 | 69.51 | |
| QG-MIL DeepEncoder=Bloom-S2026.06 | 69.51 | |
| QG-MIL DeepEncoder=Bloom-L2026.06 | 69.51 | |
| QG-MIL DeepEncoder=Mean2026.06 | 69.51 | |
| DFTDEncoder=Bloom-L2026.06 | 68.12 | |
| ILRAEncoder=Bloom-L2026.06 | 68.12 | |
| QG-MIL no GateEncoder=Mean2026.06 | 66.97 | |
| QG-MIL no QKnormEncoder=Mean2026.06 | 66.97 | |
| DFTDEncoder=Mean2026.06 | 66.28 | |
| TransformerEncoder=Bloom-S2026.06 | 64.44 | |
| TransformerEncoder=Bloom-L2026.06 | 64.44 | |
| TransformerEncoder=Mean2026.06 | 64.44 | |
| DFTDEncoder=Bloom-S2026.06 | 64.44 | |
| QG-MIL no GateEncoder=Bloom-S2026.06 | 64.44 | |
| QG-MIL no QKnormEncoder=Bloom-L2026.06 | 64.44 | |
| QG-MIL LayernormEncoder=Bloom-L2026.06 | 64.44 | |
| QG-MIL LightEncoder=Bloom-L2026.06 | 64.44 | |
| ILRAEncoder=Mean2026.06 | 63.56 | |
| QG-MIL LightEncoder=Mean2026.06 | 62.62 | |
| QG-MIL LayernormEncoder=Mean2026.06 | 61.72 | |
| QG-MIL LightEncoder=Bloom-S2026.06 | 60.8 | |
| ABMILEncoder=Bloom-S2026.06 | 59.01 | |
| ILRAEncoder=Bloom-S2026.06 | 59.01 | |
| RRTEncoder=Bloom-S2026.06 | 59.01 | |
| RRTEncoder=Bloom-L2026.06 | 59.01 | |
| RRTEncoder=Mean2026.06 | 59.01 | |
| MeanMILEncoder=Bloom-L2026.06 | 59.01 | |
| QG-MILEncoder=Bloom-S2026.06 | 59.01 | |
| QG-MILEncoder=Bloom-L2026.06 | 59.01 | |
| QG-MILEncoder=Mean2026.06 | 59.01 | |
| QG-MIL ElementwiseEncoder=Bloom-S2026.06 | 59.01 | |
| QG-MIL LayernormEncoder=Bloom-S2026.06 | 59.01 | |
| MeanMILEncoder=Mean2026.06 | 56.07 | |
| QG-MIL ElementwiseEncoder=Mean2026.06 | 56.06 | |
| WIKGEncoder=Bloom-S2026.06 | 55.56 | |
| MeanMILEncoder=Bloom-S2026.06 | 53.12 | |
| QG-MIL ElementwiseEncoder=Bloom-L2026.06 | 53.12 | |
| DSMILEncoder=Bloom-L2026.06 | 49.58 | |
| ABMILEncoder=Mean2026.06 | 49.26 | |
| WIKGEncoder=Mean2026.06 | 48.77 | |
| CLAMEncoder=Bloom-S2026.06 | 46.67 | |
| CLAMEncoder=Bloom-L2026.06 | 46.67 | |
| CLAMEncoder=Mean2026.06 | 46.67 | |
| DSMILEncoder=Mean2026.06 | 45.78 | |
| DSMILEncoder=Bloom-S2026.06 | 41.98 | |
| WIKGEncoder=Bloom-L2026.06 | 41.98 | |
| ABMILEncoder=Bloom-L2026.06 | 39.5 | |
| TransMILEncoder=Bloom-S2026.06 | 39.5 | |
| TransMILEncoder=Bloom-L2026.06 | 39.5 | |
| TransMILEncoder=Mean2026.06 | 39.5 |