Automatic Diagnosis on Ped
53Average Disease Accuracy (Ac)CoAD*
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CoAD*limited turns=202023.07 | 53 | 0.92 | 0.67 | 15.4 | |
| CoAD w/o dlimited turns=202023.07 | 52 | 0.87 | 0.54 | 17.1 | |
| CoAD w/o slimited turns=202023.07 | 52 | 0.84 | 0.64 | 18.3 | |
| Diaformerlimited turns=202023.07 | 51 | 0.83 | 0.63 | 14.3 | |
| CoADMax Turns=102023.07 | 51 | 78 | 0.62 | 8.1 | |
| CoADMax Turns=152023.07 | 51 | 86 | 0.64 | 10.2 | |
| DiaformerMax Turns=102023.07 | 50 | 76 | 0.58 | 7.8 | |
| DiaformerMax Turns=152023.07 | 50 | 81 | 0.6 | 9.3 | |
| GPT-2 dislimited turns=202023.07 | 48 | 0.81 | 0.6 | 18.8 | |
| CoADMax Turns=52023.07 | 47 | 61 | 0.53 | 4.6 | |
| DiaformerMax Turns=52023.07 | 46 | 58 | 0.49 | 4.4 | |
| CoAD_w/o sMax Turns=102023.07 | 46 | 71 | 0.56 | 7.4 | |
| CoAD_w/o sMax Turns=152023.07 | 46 | 82 | 0.59 | 8.6 | |
| CoAD_w/o dMax Turns=152023.07 | 45 | 84 | 0.59 | 9.6 | |
| CoAD_w/o sMax Turns=52023.07 | 44 | 58 | 0.5 | 4.5 | |
| CoAD_w/o dMax Turns=102023.07 | 44 | 75 | 0.55 | 5 | |
| CoAD_w/o dMax Turns=52023.07 | 42 | 60 | 0.49 | 4.4 | |
| GPT-2disMax Turns=102023.07 | 42 | 45 | 0.43 | 4.2 | |
| GPT-2disMax Turns=152023.07 | 41 | 52 | 0.46 | 9.2 | |
| GPT-2disMax Turns=52023.07 | 40 | 42 | 0.41 | 3.3 | |
| PPOMax Turns=52023.07 | 39 | 16 | 0.22 | 4.2 | |
| PPOMax Turns=102023.07 | 37 | 28 | 0.32 | 7.8 | |
| PPOMax Turns=152023.07 | 37 | 23 | 0.28 | 6.5 | |
| PPOlimited turns=202023.07 | 36 | 0.28 | 0.31 | 11.9 | |
| BERT fulllimited turns=202023.07 | 34 | — | — | — |