Clinical trial outcome prediction on Clinical trial unseen interventions (test)
65.8AccuracyBioBERT (Hybrid)
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| BioBERT (Hybrid)Training Data=Hybrid2024.10 | 65.8 | 66 | 65.2 | 71.1 | 69.4 | |
| BioBERTTraining Data=Hybrid2024.10 | 65.8 | 66 | 65.2 | 71.1 | 69.4 | |
| BioBERT (Real-Only)Training Data=Real-Only2024.10 | 64.5 | 61.6 | 77.1 | 70.9 | 69.7 | |
| BioBERTTraining Data=Real-Only2024.10 | 64.5 | 61.6 | 77.1 | 70.9 | 69.7 | |
| BioBERT (Synthetic-Only)Training Data=Synthetic-Only2024.10 | 53 | 51.8 | 88.3 | 58.9 | 57.4 | |
| BioBERTTraining Data=Synthetic-Only2024.10 | 53 | 51.8 | 88.3 | 58.9 | 57.4 | |
| BioBERT (No Fine-Tuning)Training Data=No Fine-Tuning2024.10 | 50.4 | 50.2 | 93.9 | 51.2 | 51 | |
| BioBERTTraining Data=No Fine-Tuning2024.10 | 50.4 | 50.2 | 93.9 | 51.2 | 51 |