Classification on orlraws10P (5 x 5 CV)
100AccuracyGOTabPFN
Evaluation results
| Method | Links | |
|---|---|---|
| GOTabPFNValidation Strategy=5 x 5 CV, Hyperparameter Tuning=Optuna (50-60 trials)2026.06 | 100 | |
| TABICLValidation Strategy=5 x 5 CV, Hyperparameter Tuning=Optuna (50-60 trials)2026.06 | 99.2 | |
| TANDEMValidation Strategy=5 x 5 CV, Hyperparameter Tuning=Optuna (50-60 trials)2026.06 | 99 | |
| TABDPTValidation Strategy=5 x 5 CV, Hyperparameter Tuning=Optuna (50-60 trials)2026.06 | 97.32 | |
| TabPFN WideValidation Strategy=5 x 5 CV, Hyperparameter Tuning=Optuna (50-60 trials)2026.06 | 96.1 | |
| LASSOValidation Strategy=5 x 5 CV, Hyperparameter Tuning=Optuna (50-60 trials)2026.06 | 96 | |
| TuneTablesValidation Strategy=5 x 5 CV, Hyperparameter Tuning=Optuna (50-60 trials)2026.06 | 93.14 | |
| MLPValidation Strategy=5 x 5 CV, Hyperparameter Tuning=Optuna (50-60 trials)2026.06 | 91 | |
| ProtoGateValidation Strategy=5 x 5 CV, Hyperparameter Tuning=Optuna (50-60 trials)2026.06 | 66.4 |