Classification on LARGESCALETABLES <= 50,000 samples (random splits)
83.1AccuracyTuneTables
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| TuneTables2024.02 | 83.1 | 2.263 | 0.471 | 0.536 | 0.614 | 9.833 | 1,325 | |
| CatBoostsearch space=expanded to include more trees2024.02 | 82.7 | 2.579 | 0.32 | 0.644 | 0.558 | 4.5 | 915 | |
| XGBoostsearch space=expanded to include more trees2024.02 | 82.5 | 2.684 | 0.267 | 0.625 | 0.72 | 3.5 | 304 | |
| rtdl_ResNet2024.02 | 79 | 3.561 | -0.341 | 0.461 | -0.408 | 0.333 | 500 | |
| rtdl_MLP2024.02 | 75.5 | 3.912 | -0.717 | 0.678 | -0.897 | 0.833 | 374 |