Recall Severity Prediction on openFDA
84.3F1 ScoreRecallRisk-BERT-W
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RecallRisk-BERT-WTask setting=Multi Task (Y1 + Y2), Input features=Text + Tabular2026.06 | 84.3 | 86.3 | |
| RecallRisk-BERTTask setting=Multi Task (Y1 + Y2), Input features=Text + Tabular2026.06 | 84.1 | 84.9 | |
| BiLSTM + AttentionTask setting=Single-task Y1, Input features=GloVe + Tabular2026.06 | 80.7 | 85.4 | |
| DNNTask setting=Single-task Y1, Input features=GloVe + Tabular2026.06 | 79.1 | 83.3 | |
| PubMedBERTTask setting=Single-task Y1, Input features=Text + Tabular2026.06 | 76.8 | 84.7 | |
| DNNTask setting=Multi Task (Y1 + Y2), Input features=GloVe + Tabular2026.06 | 76.3 | 84.2 | |
| BiLSTM + AttentionTask setting=Multi Task (Y1 + Y2), Input features=GloVe + Tabular2026.06 | 75.4 | 85.1 |