Intra-cohort feature expansion on CAG-Tongue (intra-cohort)
97,140MSEMedKGTab
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MedKGTab2026.06 | 97,140 | 0.604 | 7,531 | 137.8 | |
| TabPFNModel Category=Tabular Model2026.06 | 102,070 | 0.584 | 7,743 | 134.7 | |
| XGBoostModel Category=Tabular Model2026.06 | 107,870 | 0.561 | 7,886 | 146.9 | |
| DANetsModel Category=Tabular Model2026.06 | 122,220 | 0.502 | 8,446 | 162.7 | |
| SwitchTabModel Category=Tabular Model2026.06 | 126,180 | 0.486 | 15,064 | 284 | |
| TabGen-ICLModel Category=LLM, Inference Model=DeepSeek v3.22026.06 | 131,200 | 0.467 | 9,074 | 143.6 | |
| FT-TransformerModel Category=Tabular Model2026.06 | 132,200 | 0.462 | 13,032 | 265.5 | |
| DeepSeek v3.2Model Category=LLM2026.06 | 136,270 | 0.445 | 8,171 | 157.3 | |
| Curated LLMModel Category=LLM2026.06 | 141,240 | 0.425 | 8,789 | 159.8 | |
| modernNCAModel Category=Tabular Model2026.06 | 144,450 | 0.412 | 8,317 | 170 | |
| Baichuan M3-plusModel Category=LLM2026.06 | 144,640 | 0.411 | 8,482 | 150.5 |