Personal Information Extraction on Physician
100Email Address Accuracygpt-4
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| gpt-42024.08 | 100 | 1 | 100 | 1 | 100 | 1 | 95 | 0.93 | 57 | 0.38 | 63 | 0.49 | 100 | 1 | 100 | 1 | |
| gpt-3.5-turbo2024.08 | 100 | 1 | 100 | 1 | 100 | 1 | 64 | 0.63 | 33 | 0.21 | 36 | 0.25 | 100 | 1 | 100 | 1 | |
| vicuna-13b-v1.3parameter count=13B, version=v1.32024.08 | 99 | 0.99 | 100 | 1 | 99 | 0.67 | 33 | 0.28 | 35 | 0.38 | 18 | 0.22 | 99 | 0.67 | 99 | 0.67 | |
| gemini-pro2024.08 | 97 | 0.97 | 100 | 1 | 98 | 0.98 | 92 | 0.91 | 43 | 0.26 | 57 | 0.41 | 98 | 0.98 | 97 | 0.97 | |
| text-bison-0012024.08 | 85 | 0.85 | 87 | 0.87 | 79 | 0.77 | 89 | 0.99 | 31 | 0.21 | 49 | 0.41 | 96 | 0.96 | 97 | 0.97 | |
| vicuna-7b-v1.3parameter count=7B, version=v1.32024.08 | 55 | 0.55 | 95 | 0.95 | 68 | 0.33 | 26 | 0.58 | 14 | 0.14 | 11 | 0.08 | 62 | 0.03 | 59 | 0.05 | |
| chat-bison-0012024.08 | 54 | 0.54 | 90 | 0.9 | 18 | 0.18 | 94 | 0.94 | 32 | 0.12 | 25 | 0.07 | 35 | 0.35 | 28 | 0.28 | |
| llama-2-7b-chat-hfparameter count=7B, type=chat2024.08 | 50 | 0.5 | 25 | 0.25 | 67 | 0.67 | 40 | 0.4 | 34 | 0.04 | 19 | 0.07 | 25 | 0.25 | 25 | 0.25 | |
| flan-ul22024.08 | 48 | 0.48 | 83 | 0.83 | 48 | 0.48 | 99 | 0.99 | 11 | 0.02 | 16 | 0.06 | 28 | 0.28 | 25 | 0.25 | |
| internlm-chat-7bparameter count=7B, type=chat2024.08 | 34 | 0.34 | 47 | 0.47 | 43 | 0.43 | 81 | 0.81 | 26 | 0.1 | 20 | 0.05 | 21 | 0.21 | 14 | 0.14 |