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Training Data Extraction on Email PII

0Leakage

PME

Updated 3d ago

Evaluation Results

Method	Links
PME 2025.06		0	-	-	100
MEMIT 2025.06		0	-	-	100
PME 2025.06		0	-	-	100
PME 2025.06		0	-	-	100
GRACE 2025.06		0	-	-	100
PME 2025.06		0	-	-	100
MEMIT 2025.06		0	-	-	100
PME 2025.06		0	-	-	100
PME 2025.06		0	-	-	100
MEMIT 2025.06		0	-	-	100
MEMIT 2025.06		1	-	-	99.44
MEMIT 2025.06		1	-	-	99.59
PME 2025.06		1	-	-	99.65
MEMIT 2025.06		1	-	-	99.65
PME 2025.06		1	-	-	99.72
MEMIT 2025.06		1	-	-	99.72
PME 2025.06		1	-	-	99.79
MEMIT 2025.06		1	-	-	99.79
MEMIT 2025.06		2	-	-	98.65
GRACE 2025.06		2	-	-	99.3
GRACE 2025.06		7	-	-	98.7
DeMem 2025.06		25	-	-	92.92
DeMem 2025.06		33	-	-	93.07
DeMem 2025.06		33	-	-	93.85
DeMem 2025.06		59	-	-	38.54
DeMem 2025.06		77	-	-	47.97
DeMem 2025.06		77	-	-	56.25
DeMem 2025.06		88	-	-	50.84
GRACE 2025.06		89	-	-	7.29
Pre Edit 2025.06		96	2,789	3.4	-
DeMem 2025.06		96	-	-	60.98
DeMem 2025.06		102	-	-	64.34
GRACE 2025.06		136	-	-	8.11
Pre Edit 2025.06		148	2,876	5.1	-
GRACE 2025.06		156	-	-	11.36
Pre Edit 2025.06		176	2,884	6.1	-
Pre Edit 2025.06		179	2,899	6.2	-
GRACE 2025.06		207	-	-	15.85
Pre Edit 2025.06		246	2,973	8.3	-
Pre Edit 2025.06		286	2,973	9.6	-
GRACE 2025.06		313	-	-	11.33
Pre Edit 2025.06		353	2,827	12.5	-
GRACE 2025.06		386	-	-	18.91
Pre Edit 2025.06		476	2,932	16.2	-
Pre Edit 2025.06		537	2,951	18.2	-