Multiclass Classification on ESR
77.02AccuracyBinRecon
Evaluation results
| Method | Links | |
|---|---|---|
| BinReconEncoder=MLP, Training=SSL2026.06 | 77.02 | |
| Adaptive BinningEncoder=MLP, Training=SSL2026.06 | 76.87 | |
| Adaptive BinningEncoder=ResNet, Training=SSL2026.06 | 76.7 | |
| MaskXent+ValueReconEncoder=MLP, Training=SSL2026.06 | 76.66 | |
| SupervisedEncoder=ResNet2026.06 | 76.33 | |
| MaskXent+ValueReconEncoder=ResNet, Training=SSL2026.06 | 76.27 | |
| SupervisedEncoder=MLP2026.06 | 76.24 | |
| Adaptive BinningEncoder=FT-Transformer, Training=SSL2026.06 | 75.97 | |
| BinReconEncoder=ResNet, Training=SSL2026.06 | 75.95 | |
| BinReconEncoder=FT-Transformer, Training=SSL2026.06 | 74.14 | |
| Adaptive BinningEncoder=T2G-Former, Training=SSL2026.06 | 73.12 | |
| MaskXent+ValueReconEncoder=T2G-Former, Training=SSL2026.06 | 72.62 | |
| BinReconEncoder=T2G-Former, Training=SSL2026.06 | 71.9 | |
| MaskXent+ValueReconEncoder=FT-Transformer, Training=SSL2026.06 | 70.39 | |
| SupervisedEncoder=T2G-Former2026.06 | 67.93 | |
| SupervisedEncoder=FT-Transformer2026.06 | 67.16 | |
| Adaptive BinningEncoder=TabNet, Training=SSL2026.06 | 52.32 | |
| BinReconEncoder=TabNet, Training=SSL2026.06 | 50.88 | |
| MaskXent+ValueReconEncoder=TabNet, Training=SSL2026.06 | 48.82 | |
| SupervisedEncoder=TabNet2026.06 | 47.89 |