Choice Prediction on Swissmetro (test)
78Accuracyraw FM
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| raw FMFoundation Model=TabPFN2026.06 | 78 | 96.4 | 72.5 | 15.7 | |
| raw FMFoundation Model=Mitra2026.06 | 77.7 | — | — | — | |
| feat-augFoundation Model=Mitra2026.06 | 77.4 | 100 | 1,509 | 9.6 | |
| feat-augFoundation Model=TabPFN2026.06 | 77.4 | 100 | 678 | 16.8 | |
| adapterFoundation Model=TabPFN2026.06 | 76.4 | 100 | 84.4 | 17 | |
| adapterFoundation Model=Mitra2026.06 | 76.3 | 100 | 84.4 | 8.4 | |
| MNLFoundation Model=Mitra2026.06 | 63.6 | 100 | 84.4 | 4 | |
| MNLFoundation Model=TabPFN2026.06 | 63.6 | 100 | 84.4 | 4 | |
| monotonic NNFoundation Model=Mitra / TabPFN (Identical)2026.06 | 63.1 | 100 | — | — |