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Prompt Injection on SQuAD Inj

1.11ASR (Naive)

Robustness via Referencing

Updated 9d ago

Evaluation Results

Method	Links
Robustness via Referencing 2025.04		1.11	0.22	0.56	0.78	0.11
Robustness via Referencing 2025.04		2.22	1.44	1.22	0.44	1.22
Robustness via Referencing 2025.04		2.78	0.22	2	0.78	0
Sandwich 2025.04		8.11	24.44	8.22	9.44	33.22
Sandwich 2025.04		9.78	15.78	7.78	3.78	13.11
Sandwich 2025.04		10.11	32.22	8	48.33	46.33
Spotlight 2025.04		15.44	57.89	14.44	77.67	85.67
Reminder 2025.04		19.33	32.11	19.56	22.67	42.78
Spotlight 2025.04		22.56	32.78	19.33	79.22	81.33
None 2025.04		22.67	72.67	26.33	60	80.78
Instructional 2025.04		23.56	37.44	23.89	34.11	42.56
Spotlight 2025.04		26	67.89	29.11	97.56	99.11
None 2025.04		35.33	82.44	31.56	74.89	91.67
Instructional 2025.04		42.33	46.89	42.56	91.22	75.44
Reminder 2025.04		42.67	71.89	40.11	38	69.78
None 2025.04		44.78	91.67	50.33	98.22	96.67
Reminder 2025.04		46.78	71.56	46.44	87.78	69.44
Instructional 2025.04		47.67	70.78	42.78	50.56	79.33