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ResearchFormerly WizWand

Email Address Extraction on Synthetic dataset

100Accuracygpt-4
-4235077Aug 14, 2024
Updated 7mo ago

Evaluation results

MethodLinks
gpt-4Defense=No Defense2024.081001
flan-ul2Defense=No Defense2024.081001
gpt-4Defense=Symbol Replacement (AT)2024.08990.99
gpt-4Defense=Symbol Replacement (DOT)2024.08990.99
gpt-4Defense=Hyperlink2024.08990.99
flan-ul2Defense=Symbol Replacement (AT)2024.08990.99
flan-ul2Defense=Symbol Replacement (DOT)2024.08990.99
flan-ul2Defense=Symbol Replacement (AT+DOT)2024.08990.99
gpt-4Defense=Symbol Replacement (AT+DOT)2024.08980.98
gemini-proDefense=No Defense2024.08980.98
gemini-proDefense=Symbol Replacement (AT)2024.08980.98
gemini-proDefense=Hyperlink2024.08980.98
internlm-chat-7bDefense=Symbol Replacement (AT)2024.08980.98
flan-ul2Defense=Hyperlink2024.08980.98
flan-ul2Defense=Keyword Replacement2024.08980.98
gpt-3.5-turboDefense=Hyperlink2024.08970.97
gemini-proDefense=Symbol Replacement (DOT)2024.08970.97
gpt-3.5-turboDefense=No Defense2024.08960.96
gpt-3.5-turboDefense=Symbol Replacement (AT)2024.08960.96
gemini-proDefense=Symbol Replacement (AT+DOT)2024.08960.96
gpt-3.5-turboDefense=Symbol Replacement (DOT)2024.08950.95
internlm-chat-7bDefense=No Defense2024.08950.95
gpt-3.5-turboDefense=Symbol Replacement (AT+DOT)2024.08940.94
text-bison-001Defense=Symbol Replacement (AT)2024.08940.94
text-bison-001Defense=No Defense2024.08930.93
text-bison-001Defense=Symbol Replacement (DOT)2024.08930.93
text-bison-001Defense=Hyperlink2024.08930.93
text-bison-001Defense=Symbol Replacement (AT+DOT)2024.08920.92
chat-bison-001Defense=Hyperlink2024.08920.92
chat-bison-001Defense=Symbol Replacement (AT)2024.08910.91
chat-bison-001Defense=No Defense2024.08900.9
chat-bison-001Defense=Symbol Replacement (DOT)2024.08890.89
chat-bison-001Defense=Symbol Replacement (AT+DOT)2024.08880.88
internlm-chat-7bDefense=Symbol Replacement (AT+DOT)2024.08870.87
gemini-proDefense=Keyword Replacement2024.08850.85
vicuna-7b-v1.3Defense=Symbol Replacement (AT)2024.08840.84
internlm-chat-7bDefense=Hyperlink2024.088282
gpt-4Defense=Keyword Replacement2024.08810.81
vicuna-7b-v1.3Defense=Symbol Replacement (AT+DOT)2024.08790.79
internlm-chat-7bDefense=Symbol Replacement (DOT)2024.08780.78
text-bison-001Defense=Keyword Replacement2024.08760.76
vicuna-7b-v1.3Defense=Symbol Replacement (DOT)2024.08690.69
gpt-3.5-turboDefense=Keyword Replacement2024.08670.67
chat-bison-001Defense=Keyword Replacement2024.08650.65
vicuna-13b-v1.3Defense=Symbol Replacement (AT)2024.08650.65
vicuna-7b-v1.3Defense=No Defense2024.08650.65
vicuna-13b-v1.3Defense=No Defense2024.08590.59
vicuna-7b-v1.3Defense=Hyperlink2024.085757
flan-ul2Defense=Prompt Injection2024.08540.54
vicuna-13b-v1.3Defense=Symbol Replacement (AT+DOT)2024.08440.44
vicuna-13b-v1.3Defense=Symbol Replacement (DOT)2024.08430.43
llama-2-7b-chat-hfDefense=Symbol Replacement (AT)2024.08390.39
llama-2-7b-chat-hfDefense=Hyperlink2024.083838
vicuna-13b-v1.3Defense=Hyperlink2024.08360.36
llama-2-7b-chat-hfDefense=Symbol Replacement (AT+DOT)2024.08320.32
llama-2-7b-chat-hfDefense=Symbol Replacement (DOT)2024.08270.27
llama-2-7b-chat-hfDefense=No Defense2024.08260.26
internlm-chat-7bDefense=Keyword Replacement2024.08200.2
vicuna-7b-v1.3Defense=Keyword Replacement2024.08170.17
vicuna-13b-v1.3Defense=Keyword Replacement2024.0880.08
gpt-3.5-turboDefense=Prompt Injection2024.0850.05
internlm-chat-7bDefense=Prompt Injection2024.0850.05
vicuna-7b-v1.3Defense=Prompt Injection2024.0830.01
llama-2-7b-chat-hfDefense=Keyword Replacement2024.0830.03
gemini-proDefense=Prompt Injection2024.0810.01
llama-2-7b-chat-hfDefense=Prompt Injection2024.0810.01
gpt-4Defense=Prompt Injection2024.0800
text-bison-001Defense=Prompt Injection2024.0800
chat-bison-001Defense=Prompt Injection2024.0800
vicuna-13b-v1.3Defense=Prompt Injection2024.0800