Active Learning on Phoneme (AULC)
47.6AULCTabPFN-Hybrid
Evaluation Results
| Method | Links | |
|---|---|---|
| TabPFN-HybridAcquisition Strategy=Hybrid, Batch Size=10, Label Budget (N)=1002026.03 | 47.6 | |
| TabPFN-RandomAcquisition Strategy=Random, Batch Size=10, Label Budget (N)=1002026.03 | 47.5 | |
| TabPFN-MarginAcquisition Strategy=Margin, Batch Size=10, Label Budget (N)=1002026.03 | 44.4 | |
| TabPFN-Proxy-HybridAcquisition Strategy=Proxy-Hybrid, Batch Size=10, Label Budget (N)=1002026.03 | 44 | |
| TabPFN-CoresetAcquisition Strategy=Coreset, Batch Size=10, Label Budget (N)=1002026.03 | 41.7 | |
| LabelSpreading-RandomAcquisition Strategy=Random, Batch Size=10, Label Budget (N)=1002026.03 | 41.7 | |
| CatBoost-MarginAcquisition Strategy=Margin, Batch Size=10, Label Budget (N)=1002026.03 | 41.6 | |
| XGBoost-MarginAcquisition Strategy=Margin, Batch Size=10, Label Budget (N)=1002026.03 | 37.2 |