Classification on warpPIE 10P
100AccuracyTABPFN V2
Evaluation Results
| Method | Links | |
|---|---|---|
| TABPFN V2#Dim.=24202026.06 | 100 | |
| TABSWIFT#Dim.=24202026.06 | 100 | |
| TabICL#Dim.=24202026.06 | 100 | |
| UFSm=300, runs=102023.05 | 99 | |
| UFS2023.05 | 99 | |
| AEFSm=75, runs=102023.05 | 98 | |
| RSRm=300, runs=102023.05 | 98 | |
| AllFearuns=102023.05 | 98 | |
| AEFS2023.05 | 98 | |
| RSR2023.05 | 98 | |
| AllFea2023.05 | 98 | |
| UDFSm=200, runs=102023.05 | 97 | |
| UDFS2023.05 | 97 | |
| CAEm=100, runs=102023.05 | 96 | |
| DUFSm=200, runs=102023.05 | 96 | |
| LSm=300, runs=102023.05 | 96 | |
| CAE2023.05 | 96 | |
| DUFS2023.05 | 96 | |
| LS2023.05 | 96 | |
| WASTm=300, runs=102023.05 | 95 | |
| WAST2023.05 | 95 | |
| XGBoost#Dim.=24202026.06 | 95 | |
| DiffAugMethod Type=CL, Evaluation Protocol=Linear probing2023.09 | 84.8 | |
| DLME+MixupMethod Type=CL, Evaluation Protocol=Linear probing2023.09 | 83.5 | |
| MoCo+MixupMethod Type=CL, Evaluation Protocol=Linear probing2023.09 | 82.8 | |
| PaCMAPMethod Type=DR, Evaluation Protocol=Linear probing2023.09 | 76.9 | |
| Simclr+MixupMethod Type=CL, Evaluation Protocol=Linear probing2023.09 | 74.3 | |
| TopoAEMethod Type=DR, Evaluation Protocol=Linear probing2023.09 | 73 | |
| BYOL+MixupMethod Type=CL, Evaluation Protocol=Linear probing2023.09 | 72.6 | |
| hNNEMethod Type=DR, Evaluation Protocol=Linear probing2023.09 | 72.5 |