Tabular Classification on 16-dataset benchmark expanded (Specific Comparison Metrics)
11.9Delta Accuracy (pp)GOTabPFN
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| GOTabPFNComparison Baseline=ProtoGate, nds=122026.06 | 11.9 | 12 | 0 | 0 | 0.0005 | 0.0006 | — | |
| GOTabPFNComparison Baseline=Lasso, nds=162026.06 | 4.78 | 16 | 0 | 0 | 0 | 0.0002 | — | |
| GOTabPFNComparison Baseline=MLP, nds=162026.06 | 4.65 | 15 | 0 | 1 | 0.0002 | 0.0005 | — | |
| GOTabPFNComparison Baseline=TuneTables, nds=162026.06 | 4.36 | 16 | 0 | 0 | 0 | 0.0002 | — | |
| GOTabPFNComparison Baseline=TabICL, nds=142026.06 | 2.81 | 14 | 0 | 0 | 0.0001 | 0.0005 | — | |
| GOTabPFNComparison Baseline=TabDPT, nds=162026.06 | 2.2 | 16 | 0 | 0 | 0 | 0.0002 | — | |
| GOTabPFNComparison Baseline=TabPFN-Wide, nds=162026.06 | 1.76 | 16 | 0 | 0 | 0 | 0.0002 | — | |
| GOTabPFNComparison Baseline=TANDEM, nds=162026.06 | 1.33 | 15 | 0 | 1 | 0.0003 | 0.0006 | — |