Drug-Drug Interaction Prediction on CredibleMeds
100F1-scoreL2 (Repl.)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| L2 (Repl.)Type=Replicated Baseline2025.02 | 100 | — | |
| Phi3.5Parameters=3b2025.02 | 100 | — | |
| GPT-4oParameters=+250B2025.02 | 100 | — | |
| DeepseekBackbone=Qwen 1.5B2025.02 | 100 | — | |
| Qwen2.5Parameters=3B2025.02 | 90.9 | — | |
| Gemma2Parameters=9B2025.02 | 57.1 | — | |
| Deepseek Qwen 1.5BModel=Deepseek Qwen, Parameter Size=1.5B, Fine-tuning=true2025.02 | — | 100 | |
| Gemma2 9BModel=Gemma2, Parameter Size=9B, Fine-tuning=true2025.02 | — | 70 | |
| GPT-4o +250BModel=GPT-4o, Parameter Size=+250B, Fine-tuning=true2025.02 | — | 100 | |
| L2 (Repl.)Model=L2-regularized Logistic Regression, Fine-tuning=false2025.02 | — | 100 | |
| Phi3.5 3bModel=Phi-3.5, Parameter Size=3.8B, Fine-tuning=true2025.02 | — | 100 | |
| Qwen2.5 3BModel=Qwen2.5, Parameter Size=3B, Fine-tuning=true2025.02 | — | 90 |