Tabular Classification on TOX-171
83AccuracyTabICL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TabICL#Dim.=57482026.06 | 83 | — | |
| TABPFN V2#Dim.=57482026.06 | 81 | — | |
| TABSWIFT#Dim.=57482026.06 | 79 | — | |
| XGBoost#Dim.=57482026.06 | 78 | — | |
| GOTabPFNEvaluation Protocol=5 x 5 CV2026.06 | 0.9333 | 1 | |
| TABDPTEvaluation Protocol=5 x 5 CV2026.06 | 0.9325 | 4.88 | |
| TANDEMEvaluation Protocol=5 x 5 CV2026.06 | 0.9308 | 3.63 | |
| MLPEvaluation Protocol=5 x 5 CV2026.06 | 0.9248 | 11.63 | |
| PROTOGATEEvaluation Protocol=5 x 5 CV2026.06 | 0.9234 | 12.06 | |
| LASSOEvaluation Protocol=5 x 5 CV2026.06 | 0.9186 | 11.13 | |
| BETAEvaluation Protocol=5 x 5 CV2026.06 | 0.9038 | 8.13 | |
| TabPFN-WEvaluation Protocol=5 x 5 CV2026.06 | 0.8935 | 3.75 | |
| TABICLEvaluation Protocol=5 x 5 CV2026.06 | 0.8878 | 7.63 | |
| TTABLESEvaluation Protocol=5 x 5 CV2026.06 | 0.7796 | 8.38 |