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Backdoor Defense on EMBER default (test)

99.9Clean Accuracy

FST

Updated 1mo ago

Evaluation Results

Method	Links
FST 2024.12		99.9	99.76
FE-tuning 2024.12		99.11	99.5
LP 2024.12		99.11	99.52
FT 2024.12		99.1	99.5
LP 2024.12		99.1	99.61
LP 2024.12		99.08	99.39
FT 2024.12		99.08	99.69
FT 2024.12		99.08	99.87
FT-init 2024.12		99.07	99.27
FST 2024.12		99.07	99.61
FE-tuning 2024.12		99.07	99.82
FT 2024.12		99.06	99.54
FE-tuning 2024.12		99.06	99.63
FT-init 2024.12		99.06	99.91
FT-init 2024.12		99.04	99.41
FST 2024.12		99.04	99.59
FST 2024.12		99.04	99.66
FE-tuning 2024.12		99.03	99.16
LP 2024.12		99.03	99.83
Pre-trained 2024.12		99.01	99.23
FT-init 2024.12		99.01	99.52
Pre-trained 2024.12		98.99	99.43
Pre-trained 2024.12		98.98	99.43
Pre-trained 2024.12		98.94	98.79
PBP 2024.12		96.57	17.83
PBP 2024.12		96.57	17.83
PBP 2024.12		96.52	15.44
PBP 2024.12		96.41	17.58