Our new X account is live! Follow @wizwand_team for updates

Backdoor Defense on CR (CA, ASR)

94.32Clean Accuracy (CA)

LoRA

Updated 4d ago

Evaluation Results

Method	Links
LoRA 2024.10		94.32	86.07
LoRA 2024.10		94.32	99.79
LoRA 2024.10		94.06	100
W2SDefense 2024.10		93.81	6.24
W2SDefense 2024.10		93.55	8.32
Prune 2024.10		93.55	42.62
Back Tr. 2024.10		93.16	41.37
Back Tr. 2024.10		93.16	52.39
Prune 2024.10		93.03	39.29
LoRA 2024.10		93.03	100
LoRA 2024.10		92.9	22.29
Back Tr. 2024.10		92.77	83.37
LoRA 2024.10		92.65	100
ONION 2024.10		92.64	98.33
Prune 2024.10		92.39	7.9
LoRA 2024.10		92.39	82.33
W2SDefense 2024.10		92.13	2.91
Back Tr. 2024.10		92	36.17
W2SDefense 2024.10		91.87	8.96
ONION 2024.10		91.87	23.54
LoRA 2024.10		91.74	17.29
W2SDefense 2024.10		91.61	10.6
W2SDefense 2024.10		91.61	4.99
W2SDefense 2024.10		91.48	17.88
Prune 2024.10		91.48	22.71
Back Tr. 2024.10		91.48	22.5
Back Tr. 2024.10		91.35	42.2
Prune 2024.10		91.23	35.14
W2SDefense 2024.10		90.97	15.83
Prune 2024.10		90.71	50.73
ONION 2024.10		90.45	30.56
ONION 2024.10		90.45	26.4
Back Tr. 2024.10		90.32	81.7
ONION 2024.10		90.19	98.75
W2SDefense 2024.10		90.06	15.83
ONION 2024.10		89.93	88.77
ONION 2024.10		89.8	18.33
ONION 2024.10		88.9	32.64
Back Tr. 2024.10		86.58	18.96
LoRA 2024.10		86.45	21.25
Prune 2024.10		85.68	21.88
ONION 2024.10		83.61	26.66
SCPD 2024.10		83.42	34.58
SCPD 2024.10		83.42	21.46
SCPD 2024.10		82.51	32.29
SCPD 2024.10		82.51	17.08
SCPD 2024.10		82.25	18.54
SCPD 2024.10		81.61	35.21
SCPD 2024.10		81.48	12.71
SCPD 2024.10		81.35	40
Prune 2024.10		80.39	33.13
SCPD 2024.10		79.02	20
Prune 2024.10		76	24.53
Back Tr. 2024.10		66.45	81.46