MeDAL: Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining

Benchmark Model Rank Results
mortality-prediction-on-mimic-iiiELECTRA (pretrained)#9Accuracy: 0.8443
mortality-prediction-on-mimic-iiiELECTRA (from scratch)#10Accuracy: 0.8325
mortality-prediction-on-mimic-iiiLSTM+SA (pretrained)#11Accuracy: 0.8298
mortality-prediction-on-mimic-iiiLSTM (pretrained)#12Accuracy: 0.828
mortality-prediction-on-mimic-iiiLSTM+SA (from scratch)#13Accuracy: 0.7996