Symptom Status Recognition on CMDD 1.0 (test)
84.17Window-Level PrecisionKNSE
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| KNSEstatus=full model2023.05 | 84.17 | 82.86 | 83.57 | 77.32 | 76.59 | 76.83 | |
| KNSEAblation=hard prompt2023.05 | 83.78 | 82.52 | 83.14 | 76.92 | 76.21 | 76.39 | |
| KNSEAblation=w/o. knowledge2023.05 | 83.05 | 82.4 | 82.93 | 75.89 | 76.03 | 75.89 | |
| CANE2023.05 | 82.54 | 81.36 | 81.33 | 75.78 | 75.79 | 75.2 | |
| KNSEAblation=encoder only2023.05 | 82.12 | 80.74 | 80.84 | 74.81 | 74.59 | 74.52 | |
| MIE-multi2023.05 | 81.63 | 80.45 | 80.23 | 74.12 | 72.38 | 72.51 | |
| BERT-MTL2023.05 | 80.2 | 77.18 | 77.25 | 70.28 | 70.12 | 68.21 | |
| MRC2023.05 | 80.05 | 78.45 | 79.24 | 73.56 | 74.92 | 74.24 | |
| Plain-Classifier2023.05 | 79.8 | 75.9 | 76.84 | 67.81 | 67.81 | 65.58 |