SOTA Image Classification on Fashion-MNIST Sample Unlearning (Df) and PapersWithCode

100Accuracy

Original

Updated 22d ago

Evaluation Results

Method	Links
Original 2024.11		100
Finetune 2024.11		100
SCRUB 2024.11		100
Finetune 2024.11		100
Original 2024.11		100
Original 2024.11		99.22
BadT 2024.11		99.22
SCRUB 2024.11		99.22
Residual Feature Alignment Unlearning 2024.11		99.22
Original 2024.11		98.9
Retrain 2024.11		97.66
Residual Feature Alignment Unlearning 2024.11		97.66
NegGrad 2024.11		96.88
NegGrad 2024.11		96.88
Retrain 2024.11		96.09
Finetune 2024.11		94.53
BadT 2024.11		89.84
Finetune 2024.11		67.02
NegGrad 2024.11		9.87
SCRUB 2024.11		6.75
Residual Feature Alignment Unlearning 2024.11		0.63
BadT 2024.11		0.58
SCRUB 2024.11		0.58
Residual Feature Alignment Unlearning 2024.11		0.07
BadT 2024.11		0.02
Retrain 2024.11		0
Retrain 2024.11		0
NegGrad 2024.11		0