Root-cause category prediction on openFDA
74.9F1 ScoreRecallRisk-BERT-W
Evaluation results
| Method | Links | |
|---|---|---|
| RecallRisk-BERT-WTask setting=Multi Task (Y1 + Y2), Input features=Text + Tabular2026.06 | 74.9 | |
| PubMedBERTTask setting=Single-task Y2, Input features=Text + Tabular2026.06 | 74.4 | |
| RecallRisk-BERTTask setting=Multi Task (Y1 + Y2), Input features=Text + Tabular2026.06 | 72 | |
| BiLSTM + AttentionTask setting=Multi Task (Y1 + Y2), Input features=GloVe + Tabular2026.06 | 68.8 | |
| DNNTask setting=Multi Task (Y1 + Y2), Input features=GloVe + Tabular2026.06 | 67.1 | |
| DNNTask setting=Single-task Y2, Input features=GloVe + Tabular2026.06 | 66.1 | |
| BiLSTM + AttentionTask setting=Single-task Y2, Input features=GloVe + Tabular2026.06 | 65.7 |