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Image Classification on CIFAR-10 standard (Retain)

95.37Accuracy

Retain-only Retrain

Updated 3mo ago

Evaluation Results

Method	Links
Retain-only Retrain 2026.04		95.37
Retain-only FT 2026.04		95.24
Retain-only Retrain 2026.04		94.74
SalUn 2026.04		94.43
Retain-only FT 2026.04		94.26
Retain-only FT 2026.04		94.14
Random-label 2026.04		94.14
SVD 2026.04		94.05
Original 2026.04		94.03
Original 2026.04		94.03
Original 2026.04		94.02
Original 2026.04		94
Original 2026.04		94
Original 2026.04		93.98
Retain-only FT 2026.04		93.94
Retain-only FT 2026.04		93.8
Retain-only FT 2026.04		93.7
SCRUB 2026.04		93.61
Retain-only Retrain 2026.04		93.31
NegGrad+ 2026.04		93.29
SVD 2026.04		93.23
SalUn 2026.04		93.19
SalUn 2026.04		93.05
Random-label 2026.04		92.93
SalUn 2026.04		92.89
UNSIR 2026.04		92.87
NegGrad+ 2026.04		92.85
Random-label 2026.04		92.65
Random-label 2026.04		92.45
SVD 2026.04		92.43
Random-label 2026.04		92.25
NegGrad+ 2026.04		92.14
SVD 2026.04		92.02
SalUn 2026.04		91.99
Random-label 2026.04		91.92
SCRUB 2026.04		91.88
UNSIR 2026.04		91.84
SCRUB 2026.04		91.71
Retain-only Retrain 2026.04		91.37
SCRUB 2026.04		91.37
NegGrad+ 2026.04		91.33
SalUn 2026.04		91.31
Retain-only Retrain 2026.04		90.49
SVD 2026.04		90.44
SVD 2026.04		90.11
SCRUB 2026.04		89.96
SCRUB 2026.04		89.73
UNSIR 2026.04		89.73
UNSIR 2026.04		89.71
UNSIR 2026.04		88.21
NegGrad+ 2026.04		88.18
UNSIR 2026.04		87.73
NegGrad+ 2026.04		87.28
Retain-only Retrain 2026.04		85.64