Text Classification on Symptom Diagnosis
93.89ACCSCOUT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SCOUTModel=DistilBERT, Attack=Fever2025.12 | 93.89 | 31.42 | |
| BaselineModel=Roberta-tiny, Attack=Fever2025.12 | 88.42 | 68.75 | |
| STRIPModel=Roberta-tiny, Attack=Fever2025.12 | 87.26 | 26.92 | |
| MDPModel=Roberta-tiny, Attack=Fever2025.12 | 86.74 | 49.23 | |
| SCOUTModel=Roberta-tiny, Attack=Fever2025.12 | 86.17 | 28.38 | |
| ONIONModel=Roberta-tiny, Attack=Fever2025.12 | 85.93 | 51.48 | |
| BTUModel=Roberta-tiny, Attack=Fever2025.12 | 84.51 | 24.61 | |
| BaselineModel=MobileBERT, Attack=Fever2025.12 | 80.58 | 95.82 | |
| SCOUTModel=MobileBERT, Attack=Fever2025.12 | 79.45 | 24.64 | |
| BaselineModel=DistilBERT, Attack=Fever2025.12 | 78.76 | 94.18 | |
| STRIPModel=MobileBERT, Attack=Fever2025.12 | 78.73 | 77.16 | |
| ONIONModel=MobileBERT, Attack=Fever2025.12 | 77.34 | 68.49 | |
| BTUModel=MobileBERT, Attack=Fever2025.12 | 76.97 | 42.35 | |
| BTUModel=DistilBERT, Attack=Fever2025.12 | 75.34 | 36.92 | |
| ONIONModel=DistilBERT, Attack=Fever2025.12 | 74.18 | 72.56 | |
| STRIPModel=DistilBERT, Attack=Fever2025.12 | 73.51 | 69.34 | |
| MDPModel=MobileBERT, Attack=Fever2025.12 | 71.26 | 43.87 | |
| MDPModel=DistilBERT, Attack=Fever2025.12 | 61.62 | 65.17 |