Share your thoughts, 1 month free Claude Pro on usSee more

Instance Unlearning on Tiny-ImageNet

100Unlearning Accuracy (UA)

retrain

Updated 1mo ago

Evaluation Results

Method	Links
retrain 2025.04		100	-	98.11
l1-sparse 2025.04		100	-	76.14
FT 2025.04		99.99	-	99.69
RL 2025.04		99.99	-	99.62
l1-sparse 2025.04		99.99	-	75.97
SalUn 2025.04		99.99	-	96.54
SalUn 2025.04		99.99	-	96.81
Original 2025.04		99.98	64.17	99.78
RL 2025.04		99.98	-	99.68
IU 2025.04		99.98	-	99.69
retrain 2025.04		99.97	-	97.35
FT 2025.04		99.97	-	99.69
IU 2025.04		99.97	-	99.67
IU 2025.04		94.85	56.33	95.91
FT 2025.04		85.42	55.66	89.08
RL 2025.04		72.88	55.36	80.02
SalUn 2025.04		66.99	54.94	62.37
l1-sparse 2025.04		61.71	56.04	38.36
retrain 2025.04		60.17	61.81	63.87