Tabular Classification on Heart
92.85Mean AUC-ROCTabPFN v2.5
Evaluation Results
| Method | Links | |
|---|---|---|
| TabPFN v2.52026.05 | 92.85 | |
| Chunked TabPFN2026.05 | 92.78 | |
| TabFlex2026.05 | 92.75 | |
| Drift-Resilient TabPFN2026.05 | 92.6 | |
| SPN2026.05 | 92.57 | |
| TabICL2026.05 | 92.48 | |
| TabDPT2026.05 | 92.4 | |
| TAROTShot=162026.06 | 92.29 | |
| TAROTShot=82026.06 | 90.65 | |
| STUNTShot=162026.06 | 89.13 | |
| TAROTShot=42026.06 | 89.12 | |
| STUNTShot=82026.06 | 88.78 | |
| STUNTShot=42026.06 | 88.27 | |
| FeatLLMShot=162026.06 | 83.71 | |
| SCARFShot=162026.06 | 83.66 | |
| TabLLMShot=162026.06 | 81.72 | |
| TabPFNShot=162026.06 | 81.45 | |
| FeatLLMShot=82026.06 | 79.46 | |
| TabPFNShot=82026.06 | 77.89 | |
| FeatLLMShot=42026.06 | 75.66 | |
| SCARFShot=82026.06 | 74.35 | |
| TabLLMShot=82026.06 | 70.14 | |
| TABLETShot=82026.06 | 69.85 | |
| TABLETShot=162026.06 | 68.39 | |
| TABLETShot=42026.06 | 68.19 | |
| TabPFNShot=42026.06 | 67.33 | |
| In-contextShot=162026.06 | 67 | |
| In-contextShot=82026.06 | 65.46 | |
| In-contextShot=42026.06 | 60.76 | |
| TabLLMShot=42026.06 | 59.74 | |
| SCARFShot=42026.06 | 59.38 |