Ordinal Multiclass Classification on EOL
97.09QWKBinRecon
Evaluation Results
| Method | Links | |
|---|---|---|
| BinReconEncoder=T2G-Former, Training=SSL2026.06 | 97.09 | |
| Adaptive BinningEncoder=T2G-Former, Training=SSL2026.06 | 97.09 | |
| MaskXent+ValueReconEncoder=T2G-Former, Training=SSL2026.06 | 96.75 | |
| SupervisedEncoder=T2G-Former2026.06 | 96.67 | |
| SupervisedEncoder=FT-Transformer2026.06 | 95.78 | |
| BinReconEncoder=MLP, Training=SSL2026.06 | 94.74 | |
| MaskXent+ValueReconEncoder=MLP, Training=SSL2026.06 | 94.64 | |
| MaskXent+ValueReconEncoder=FT-Transformer, Training=SSL2026.06 | 94.37 | |
| SupervisedEncoder=MLP2026.06 | 94.06 | |
| Adaptive BinningEncoder=MLP, Training=SSL2026.06 | 93.89 | |
| BinReconEncoder=FT-Transformer, Training=SSL2026.06 | 93.62 | |
| Adaptive BinningEncoder=FT-Transformer, Training=SSL2026.06 | 93.53 | |
| Adaptive BinningEncoder=ResNet, Training=SSL2026.06 | 89.17 | |
| BinReconEncoder=ResNet, Training=SSL2026.06 | 88.89 | |
| MaskXent+ValueReconEncoder=ResNet, Training=SSL2026.06 | 88.81 | |
| SupervisedEncoder=ResNet2026.06 | 88.22 | |
| Adaptive BinningEncoder=TabNet, Training=SSL2026.06 | 75.41 | |
| BinReconEncoder=TabNet, Training=SSL2026.06 | 74.26 | |
| SupervisedEncoder=TabNet2026.06 | 64.51 | |
| MaskXent+ValueReconEncoder=TabNet, Training=SSL2026.06 | 62.69 |