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ResearchFormerly WizWand

Personal Information Extraction on Synthetic

100Email Address Accuracygpt-4

Evaluation results

Method	Links
gpt-42024.08		100	1	98	0.98	86	100	1	66	0.57	74	0.63	87	0.85	78	0.7
flan-ul22024.08		100	0.99	92	0.92	79	100	1	26	0.14	36	0.17	87	0.81	46	0.33
gemini-pro2024.08		98	0.98	98	0.98	83	100	0.99	63	0.49	74	0.62	83	0.78	56	0.46
gpt-3.5-turbo2024.08		96	0.96	86	0.85	82	89	0.89	70	0.56	69	0.58	88	0.86	73	0.67
internlm-chat-7b2024.08		95	0.95	99	0.99	81	100	1	42	0.28	72	0.58	75	0.74	76	0.69
text-bison-0012024.08		93	0.93	95	0.95	77	98	0.96	67	0.53	76	0.59	80	0.7	51	0.37
chat-bison-0012024.08		90	0.9	93	0.93	74	100	1	41	0.2	34	0.19	86	0.85	76	0.71
vicuna-7b-v1.32024.08		65	0.65	95	0.95	53	99	0.99	57	0.32	68	0.53	84	0.82	76	0.69
vicuna-13b-v1.32024.08		59	0.59	57	0.57	62	100	1	69	0.46	73	0.59	63	0.65	67	0.65
llama-2-7b-chat-hf2024.08		26	0.26	46	0.46	26	35	0.35	28	0.15	38	0.27	39	0.38	19	0.15