Automatic Diagnosis on Muzhi benchmark leaderboard · SOTA2 Research

Automatic Diagnosis on Muzhi

75Disease AccuracyCoAD*

Evaluation Results

Method	Links
CoAD*2023.07		75	83	0.79	13.4
CoAD2023.07		75	80	0.77	13.6
Diaformer2023.07		74	75	0.75	15.3
PPO2023.07		74	24	0.37	4
Diaformer2023.07		74	73	0.69	13.8
BERT full2023.07		73	—	—	—
Diaformer2023.07		73	66	0.69	9.8
CoAD_w/o s2023.07		73	70	0.71	9.5
CoAD2023.07		73	70	0.71	9.4
PPO2023.07		72	23	0.35	4.5
GPT-2 dis2023.07		72	74	0.73	17.6
CoAD w/o d2023.07		72	83	0.77	16.2
PPO2023.07		72	18	0.29	2.1
Diaformer2023.07		72	47	0.57	5
CoAD2023.07		72	53	0.61	4.8
CoAD_w/o d2023.07		72	80	0.76	14.3
GPT-2dis2023.07		71	70	0.7	9.7
CoAD_w/o d2023.07		71	71	0.71	9.6
CoAD_w/o s2023.07		71	80	0.75	14.6
CoAD w/o s2023.07		70	81	0.75	15.2
GPT-2dis2023.07		70	51	0.6	5
CoAD_w/o d2023.07		70	52	0.6	5
CoAD_w/o s2023.07		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
PPO2023.07		68	20	0.31	2.4
DQN+2023.07		68	30	0.41	3
GPT-2dis2023.07		68	76	0.72	14.8
DQN+2023.07		64	29	0.4	2.9