Regression on BFP
4.77RMSEAdaptive Binning
Evaluation results
| Method | Links | |
|---|---|---|
| Adaptive BinningEncoder=ResNet, Training=SSL2026.06 | 4.77 | |
| BinReconEncoder=ResNet, Training=SSL2026.06 | 4.82 | |
| SupervisedEncoder=T2G-Former2026.06 | 5.01 | |
| Adaptive BinningEncoder=T2G-Former, Training=SSL2026.06 | 5.02 | |
| Adaptive BinningEncoder=FT-Transformer, Training=SSL2026.06 | 5.05 | |
| Adaptive BinningEncoder=MLP, Training=SSL2026.06 | 5.09 | |
| MaskXent+ValueReconEncoder=ResNet, Training=SSL2026.06 | 5.18 | |
| MaskXent+ValueReconEncoder=FT-Transformer, Training=SSL2026.06 | 5.27 | |
| BinReconEncoder=T2G-Former, Training=SSL2026.06 | 5.27 | |
| MaskXent+ValueReconEncoder=T2G-Former, Training=SSL2026.06 | 5.32 | |
| MaskXent+ValueReconEncoder=MLP, Training=SSL2026.06 | 5.4 | |
| SupervisedEncoder=ResNet2026.06 | 5.43 | |
| SupervisedEncoder=MLP2026.06 | 5.5 | |
| SupervisedEncoder=FT-Transformer2026.06 | 5.52 | |
| BinReconEncoder=MLP, Training=SSL2026.06 | 5.65 | |
| BinReconEncoder=FT-Transformer, Training=SSL2026.06 | 5.7 | |
| Adaptive BinningEncoder=TabNet, Training=SSL2026.06 | 8.23 | |
| BinReconEncoder=TabNet, Training=SSL2026.06 | 8.42 | |
| MaskXent+ValueReconEncoder=TabNet, Training=SSL2026.06 | 9.4 | |
| SupervisedEncoder=TabNet2026.06 | 10.22 |