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Image Classification on CIFAR-100 standard (Forget)

87.2Accuracy (CIFAR-100 Forget)

Random-label

Updated 3mo ago

Evaluation Results

Method	Links
Random-label 2026.04		87.2
SalUn 2026.04		85.6
Retain-only Retrain 2026.04		85.2
Random-label 2026.04		79
SalUn 2026.04		77.8
Original 2026.04		75.9
Original 2026.04		75.88
Original 2026.04		75.68
Original 2026.04		75
Original 2026.04		75
Retain-only FT 2026.04		74.5
Original 2026.04		74.4
SVD 2026.04		74.08
Retain-only FT 2026.04		73.8
UNSIR 2026.04		73.6
Retain-only FT 2026.04		73.56
Retain-only FT 2026.04		73.2
SalUn 2026.04		72.66
SCRUB 2026.04		72.4
SCRUB 2026.04		72.4
SVD 2026.04		72.22
Random-label 2026.04		72.08
UNSIR 2026.04		71
Retain-only Retrain 2026.04		70.4
UNSIR 2026.04		67.64
NegGrad+ 2026.04		67.2
SVD 2026.04		67
SCRUB 2026.04		66.92
Retain-only FT 2026.04		64.96
SVD 2026.04		64.8
SalUn 2026.04		63.34
NegGrad+ 2026.04		62.32
Random-label 2026.04		62.22
Retain-only Retrain 2026.04		60.94
UNSIR 2026.04		59.24
SVD 2026.04		55.56
SCRUB 2026.04		53.58
Retain-only FT 2026.04		53.2
Retain-only Retrain 2026.04		43.18
NegGrad+ 2026.04		41.4
NegGrad+ 2026.04		41.24
UNSIR 2026.04		14.58
UNSIR 2026.04		3.8
SCRUB 2026.04		0.32
NegGrad+ 2026.04		0.28
SCRUB 2026.04		0.2
SalUn 2026.04		0.06
Retain-only Retrain 2026.04		0
Retain-only Retrain 2026.04		0
NegGrad+ 2026.04		0
SVD 2026.04		0
Random-label 2026.04		0
Random-label 2026.04		0
SalUn 2026.04		0