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Question Answering on SQuAD v2 (Utility/ASR)

1ASR Score

No Defense

Updated 9d ago

Evaluation Results

Method	Links
No Defense 2026.04		1	0.32
PromptArmor 2026.04		1	0.36
PromptGuard 2026.04		1	-
No Defense 2026.04		0.97	0.52
DataFilter 2026.04		0.93	0.38
No Defense 2026.04		0.86	0.56
PISanitizer 2026.04		0.85	0.48
DataSentinel 2026.04		0.78	-
PromptArmor 2026.04		0.77	0.66
DataFilter 2026.04		0.74	0.65
PIGuard 2026.04		0.71	-
PromptArmor 2026.04		0.6	0.74
DataSentinel 2026.04		0.47	-
DataFilter 2026.04		0.24	0.69
PromptGuard 2026.04		0.24	-
DataSentinel 2026.04		0.15	-
PIGuard 2026.04		0.15	-
SecAlign++ 2026.04		0.09	0.91
PISanitizer 2026.04		0.04	0.95
PISanitizer 2026.04		0.01	0.95
SecAlign++ 2026.04		0.01	0.84
SecAlign++ 2026.04		0.01	0.78
SecAlign++ 2026.04		0.01	0.82
DataFilter 2026.04		0.01	0.99
No Defense 2026.04		0	1
PISanitizer 2026.04		0	0.99
PromptArmor 2026.04		0	1
DataSentinel 2026.04		0	0.99
PromptGuard 2026.04		0	0.96
PromptGuard 2026.04		0	-
Attn.Tracker 2026.04		0	0.61
Attn.Tracker 2026.04		0	-
Attn.Tracker 2026.04		0	-
Attn.Tracker 2026.04		0	-
PIGuard 2026.04		0	1
PIGuard 2026.04		0	-