Classification on blood (ROC-AUC)
0.781ROC-AUCTabPFN v2.5
Evaluation Results
| Method | Links | |
|---|---|---|
| TabPFN v2.52026.05 | 0.781 | |
| Chunked TabPFN2026.05 | 0.7805 | |
| TabFlex2026.05 | 0.7802 | |
| Drift-Resilient TabPFN2026.05 | 0.7788 | |
| SPN2026.05 | 0.7782 | |
| TabICL2026.05 | 0.7772 | |
| TabDPT2026.05 | 0.776 | |
| TAROTShot=162026.06 | 0.7526 | |
| EurekaLLM Backbone=gpt4o2026.05 | 0.745 | |
| TAROTShot=82026.06 | 0.7406 | |
| TAROTShot=42026.06 | 0.7399 | |
| EurekaLLM Backbone=Qwen2026.05 | 0.738 | |
| AutoFe2026.05 | 0.735 | |
| EurekaLLM Backbone=grok22026.05 | 0.735 | |
| EurekaLLM Backbone=32B2026.05 | 0.716 | |
| TabPFN2026.05 | 0.715 | |
| CAAFE2026.05 | 0.713 | |
| FAMOSEfolds=52026.02 | 0.704 | |
| FeatLLMShot=82026.06 | 0.7037 | |
| FeatLLMShot=162026.06 | 0.7007 | |
| Baselinefolds=52026.02 | 0.698 | |
| CAAFEfolds=52026.02 | 0.697 | |
| FeatLLMShot=42026.06 | 0.6834 | |
| OpenFEfolds=52026.02 | 0.681 | |
| FeatLLM2026.05 | 0.678 | |
| AutoFeatfolds=52026.02 | 0.677 | |
| TabPFNShot=82026.06 | 0.663 | |
| SCARFShot=162026.06 | 0.6627 | |
| TabLLMShot=82026.06 | 0.6601 | |
| SCARFShot=82026.06 | 0.6577 | |
| TabLLMShot=162026.06 | 0.6514 | |
| TabPFNShot=162026.06 | 0.6414 | |
| DFS2026.05 | 0.637 | |
| OpenFe2026.05 | 0.626 | |
| TABLETShot=162026.06 | 0.6062 | |
| STUNTShot=82026.06 | 0.6 | |
| In-contextShot=82026.06 | 0.5899 | |
| TabPFNShot=42026.06 | 0.5872 | |
| In-contextShot=162026.06 | 0.5659 | |
| TABLETShot=42026.06 | 0.5645 | |
| TABLETShot=82026.06 | 0.5637 | |
| In-contextShot=42026.06 | 0.563 | |
| SCARFShot=42026.06 | 0.5622 | |
| TabLLMShot=42026.06 | 0.5587 | |
| STUNTShot=162026.06 | 0.5476 | |
| STUNTShot=42026.06 | 0.4857 | |
| FeatLLMfolds=52026.02 | 0.426 |