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

Image Classification on Tiny-ImageNet standard (Forget)

71.2Accuracy

Retain-only Retrain

Updated 8d ago

Evaluation Results

Method	Links
Retain-only Retrain 2026.04		71.2
Random-label 2026.04		69.2
SalUn 2026.04		68.8
Original 2026.04		66.08
Original 2026.04		66.02
Original 2026.04		65
SVD 2026.04		65
Retain-only FT 2026.04		63.82
SVD 2026.04		63.64
Retain-only FT 2026.04		63.58
UNSIR 2026.04		61.2
UNSIR 2026.04		61.1
Original 2026.04		60.8
SVD 2026.04		60.4
SCRUB 2026.04		60.4
Original 2026.04		60
SVD 2026.04		60
UNSIR 2026.04		59.2
SVD 2026.04		59.02
Original 2026.04		58.8
NegGrad+ 2026.04		58
Random-label 2026.04		58
Random-label 2026.04		57.82
Retain-only FT 2026.04		57.6
SCRUB 2026.04		56.9
SalUn 2026.04		56.52
UNSIR 2026.04		56.14
Retain-only FT 2026.04		56
SCRUB 2026.04		56
SalUn 2026.04		55.6
NegGrad+ 2026.04		54.68
SCRUB 2026.04		53.5
Retain-only FT 2026.04		50.92
Retain-only Retrain 2026.04		46.4
Retain-only Retrain 2026.04		44.3
Random-label 2026.04		42.72
SalUn 2026.04		39.7
Retain-only FT 2026.04		37.6
NegGrad+ 2026.04		37.6
NegGrad+ 2026.04		36.78
Retain-only Retrain 2026.04		30.36
UNSIR 2026.04		9.72
SCRUB 2026.04		5.48
SalUn 2026.04		3.4
SVD 2026.04		2
SCRUB 2026.04		1.2
Random-label 2026.04		0.98
Random-label 2026.04		0.4
SalUn 2026.04		0.4
Retain-only Retrain 2026.04		0
Retain-only Retrain 2026.04		0
NegGrad+ 2026.04		0
NegGrad+ 2026.04		0
UNSIR 2026.04		0