Automatic Diagnosis on Ped benchmark leaderboard · SOTA2 Research

Automatic Diagnosis on Ped

53Average Disease Accuracy (Ac)CoAD*

Evaluation Results

Method	Links
CoAD*2023.07		53	0.92	0.67	15.4
CoAD w/o d2023.07		52	0.87	0.54	17.1
CoAD w/o s2023.07		52	0.84	0.64	18.3
Diaformer2023.07		51	0.83	0.63	14.3
CoAD2023.07		51	78	0.62	8.1
CoAD2023.07		51	86	0.64	10.2
Diaformer2023.07		50	76	0.58	7.8
Diaformer2023.07		50	81	0.6	9.3
GPT-2 dis2023.07		48	0.81	0.6	18.8
CoAD2023.07		47	61	0.53	4.6
Diaformer2023.07		46	58	0.49	4.4
CoAD_w/o s2023.07		46	71	0.56	7.4
CoAD_w/o s2023.07		46	82	0.59	8.6
CoAD_w/o d2023.07		45	84	0.59	9.6
CoAD_w/o s2023.07		44	58	0.5	4.5
CoAD_w/o d2023.07		44	75	0.55	5
CoAD_w/o d2023.07		42	60	0.49	4.4
GPT-2dis2023.07		42	45	0.43	4.2
GPT-2dis2023.07		41	52	0.46	9.2
GPT-2dis2023.07		40	42	0.41	3.3
PPO2023.07		39	16	0.22	4.2
PPO2023.07		37	28	0.32	7.8
PPO2023.07		37	23	0.28	6.5
PPO2023.07		36	0.28	0.31	11.9
BERT full2023.07		34	—	—	—