Disease Prediction on Haodf Depression
0.8119Hit Rate @ 1KPI
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| KPI2025.12 | 0.8119 | 0.8831 | 0.9107 | 0.8525 | 0.8812 | |
| PoMP2025.12 | 0.7738 | 0.8363 | 0.8973 | 0.8175 | 0.8561 | |
| MedBERT2025.12 | 0.5275 | 0.5968 | 0.6573 | 0.5781 | 0.6502 | |
| GTE2025.12 | 0.4806 | 0.5406 | 0.5736 | 0.5199 | 0.596 | |
| RoBERTa2025.12 | 0.4672 | 0.5328 | 0.6237 | 0.522 | 0.6032 | |
| GIST2025.12 | 0.425 | 0.5007 | 0.5421 | 0.4732 | 0.5576 | |
| BioBERT2025.12 | 0.3476 | 0.3913 | 0.4486 | 0.3877 | 0.4854 | |
| Albert2025.12 | 0.3463 | 0.3706 | 0.417 | 0.375 | 0.4727 | |
| BioLORD2025.12 | 0.334 | 0.4044 | 0.4474 | 0.3778 | 0.4759 | |
| BERT2025.12 | 0.3328 | 0.3932 | 0.4927 | 0.3867 | 0.489 | |
| Finbert2025.12 | 0.3302 | 0.36 | 0.4112 | 0.3649 | 0.467 | |
| Granite2025.12 | 0.2583 | 0.2713 | 0.3582 | 0.3359 | 0.5931 | |
| KNN2025.12 | 0.2198 | 0.3097 | 0.3403 | 0.2624 | 0.3816 | |
| Decision Tree2025.12 | 0.2097 | 0.2367 | 0.2387 | 0.2256 | 0.3396 | |
| Electra2025.12 | 0.2086 | 0.251 | 0.3057 | 0.2466 | 0.3621 | |
| AdaBoost2025.12 | 0.119 | 0.2718 | 0.5746 | 0.2535 | 0.4047 |