Binary Classification on HFC
94.22AUCAdaptive Binning
Evaluation results
| Method | Links | |
|---|---|---|
| Adaptive BinningEncoder=T2G-Former, Training=SSL2026.06 | 94.22 | |
| Adaptive BinningEncoder=FT-Transformer, Training=SSL2026.06 | 93.43 | |
| BinReconEncoder=T2G-Former, Training=SSL2026.06 | 93.17 | |
| MaskXent+ValueReconEncoder=T2G-Former, Training=SSL2026.06 | 92.9 | |
| BinReconEncoder=FT-Transformer, Training=SSL2026.06 | 92.47 | |
| MaskXent+ValueReconEncoder=FT-Transformer, Training=SSL2026.06 | 92.21 | |
| SupervisedEncoder=T2G-Former2026.06 | 91.77 | |
| SupervisedEncoder=ResNet2026.06 | 91.12 | |
| MaskXent+ValueReconEncoder=ResNet, Training=SSL2026.06 | 90.97 | |
| BinReconEncoder=ResNet, Training=SSL2026.06 | 90.96 | |
| Adaptive BinningEncoder=MLP, Training=SSL2026.06 | 90.87 | |
| SupervisedEncoder=MLP2026.06 | 90.74 | |
| BinReconEncoder=MLP, Training=SSL2026.06 | 90.54 | |
| Adaptive BinningEncoder=ResNet, Training=SSL2026.06 | 90.52 | |
| MaskXent+ValueReconEncoder=MLP, Training=SSL2026.06 | 89.9 | |
| SupervisedEncoder=FT-Transformer2026.06 | 89.43 | |
| Adaptive BinningEncoder=TabNet, Training=SSL2026.06 | 89.31 | |
| BinReconEncoder=TabNet, Training=SSL2026.06 | 87.39 | |
| MaskXent+ValueReconEncoder=TabNet, Training=SSL2026.06 | 87.22 | |
| SupervisedEncoder=TabNet2026.06 | 85.07 |