Type 2 Diabetes risk prediction on PH-Data
0.7224AUCHIT-GNN
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| HIT-GNN2025.11 | 0.7224 | 0.6728 | 0.7148 | 0.5843 | 0.6485 | 0.7669 | |
| CLSTM2025.11 | 0.6824 | 0.6562 | 0.6319 | 0.7669 | 0.7036 | 0.5534 | |
| LLaMA3.2-1B-ftBackbone=LLaMA-3.2-1B, Evaluation protocol=fine-tuned2025.11 | 0.6506 | 0.6162 | 0.5953 | 0.7893 | 0.6875 | 0.4635 | |
| REVEAL2025.11 | 0.5798 | 0.6524 | 0.6677 | 0.6096 | 0.6408 | 0.6966 | |
| LLaMA3.1-8BBackbone=LLaMA-3.1-8B, Evaluation protocol=0-shot2025.11 | 0.5773 | 0.5698 | 0.5749 | 0.5393 | 0.5661 | 0.6011 | |
| LLaMA3.1-8B-SCBackbone=LLaMA-3.1-8B, Evaluation protocol=self-consistency2025.11 | 0.5562 | 0.5549 | 0.5629 | 0.5028 | 0.5508 | 0.6096 | |
| LLaMA3.2-1BBackbone=LLaMA-3.2-1B, Evaluation protocol=0-shot2025.11 | 0.468 | 0.3546 | 0.3929 | 0.0309 | 0.4956 | 0.9522 |