Discrete Choice Prediction on Swissmetro (test)
78AccuracyTABPFN
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| TABPFNtype=Transformer for tabular classification2026.05 | 78 | — | — | — | |
| MITRAtype=Neural-embedded discrete choice model2026.05 | 77.7 | 90.3 | 0.3 | 0.208 | |
| ADAPT+MITRABase Model=MITRA, Adapter=Two-Stage Behavioral2026.05 | 76.6 | 100 | 79.7 | 0.001 | |
| ADAPT+TABPFNBase Model=TABPFN, Adapter=Two-Stage Behavioral2026.05 | 76.6 | 100 | 79.7 | 0.001 | |
| MNLtype=Multinomial Logit2026.05 | 63.7 | 100 | 79.7 | 0.001 |