In-domain Diagnostic Classification on NACC
78.5Balanced AccuracySchema-Adaptive Tabular Representation Learning
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Schema-Adaptive Tabular Representation LearningOutput Type=Probability2026.04 | 78.5 | 90.4 | 53.3 | 47.6 | |
| TablePFNOutput Type=Probability2026.04 | 68.3 | 86.8 | 50.5 | 43.9 | |
| Gemini-2.5Output Type=Binary2026.04 | 66.3 | — | — | — | |
| LLaVA-MedOutput Type=Binary2026.04 | 58.9 | — | — | — |