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Automatic Diagnosis on Muzhi

75Disease Accuracy

CoAD*

Updated 1mo ago

Evaluation Results

Method	Links
CoAD* 2023.07		75	83	0.79	13.4
CoAD 2023.07		75	80	0.77	13.6
Diaformer 2023.07		74	75	0.75	15.3
PPO 2023.07		74	24	0.37	4
Diaformer 2023.07		74	73	0.69	13.8
BERT full 2023.07		73	-	-	-
Diaformer 2023.07		73	66	0.69	9.8
CoAD_w/o s 2023.07		73	70	0.71	9.5
CoAD 2023.07		73	70	0.71	9.4
PPO 2023.07		72	23	0.35	4.5
GPT-2 dis 2023.07		72	74	0.73	17.6
CoAD w/o d 2023.07		72	83	0.77	16.2
PPO 2023.07		72	18	0.29	2.1
Diaformer 2023.07		72	47	0.57	5
CoAD 2023.07		72	53	0.61	4.8
CoAD_w/o d 2023.07		72	80	0.76	14.3
GPT-2dis 2023.07		71	70	0.7	9.7
CoAD_w/o d 2023.07		71	71	0.71	9.6
CoAD_w/o s 2023.07		71	80	0.75	14.6
CoAD w/o s 2023.07		70	81	0.75	15.2
GPT-2dis 2023.07		70	51	0.6	5
CoAD_w/o d 2023.07		70	52	0.6	5
CoAD_w/o s 2023.07		70	51	0.59	5
H-DQN+ 2023.07		70	27	0.39	3.3
H-DQN+ 2023.07		70	27	0.39	3.4
DQN+ 2023.07		69	30	0.42	3.1
H-DQN+ 2023.07		69	28	0.4	3.5
H-DQN+ 2023.07		68	29	0.4	2.9
DQN+ 2023.07		68	30	0.41	3
PPO 2023.07		68	20	0.31	2.4
DQN+ 2023.07		68	30	0.41	3
GPT-2dis 2023.07		68	76	0.72	14.8
DQN+ 2023.07		64	29	0.4	2.9