From: Symptoms are known by their companies: towards association guided disease diagnosis assistant
Model | Diagnosis success rate | Dialogue length | AMR (%) | AMR2 (%) | Disease classifier accuracy (DC) (%) |
---|---|---|---|---|---|
SVM-ex | 0.3210 | / | / | / | 32.10 |
REFUEL Peng et al. [15] | 0.3470 | 4.56 | / | 16.10 | / |
KR-DS Xu et al. [31] | 0.3570 | 6.24 | / | 38.80 | / |
GAMP Xia et al. [14] | 0.2670 | 1.36 | / | 7.70 | / |
Flat policy | 0.3420 | 5.34 | 2.41 | 1.26 | / |
HRL Liao et al. [12] | 0.5040 | 12.95 | 10.49 | 29.41 | 49.80 |
PR-SIDDA with only AM | 0.5226 | 12.44 | 9.38 | 36.85 | 52.86 |
PR-SIDDA with only RM | 0.5182 | 9.14 | 13.90 | 37.38 | 52.14 |
PR-SIDDA | 0.5162 | 9.94 | 13.52 | 40.84 | 51.42 |
A-SIDDA with only AM | 0.5260 | 11.69 | 9.75 | 33.70 | 53.53 |
A-SIDDA with only RM | 0.5378 | 11.34 | 12.34 | 42.66 | 54.18 |
A-SIDDA | 0.5576 | 11.79 | 12.68 | 43.82 | 56.16 |