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Benchmarks
Backdoor Mitigation on SST-2 HiddenKiller (test)
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92.64
Clean Accuracy (CACC)
Vanilla
86.0152
87.7351
89.455
91.1749
Feb 19, 2024
Clean Accuracy (CACC)
Attack Success Rate (ASR)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Clean Accuracy (CACC)
Attack Success Rate (ASR)
Vanilla
Target LM=BERT_Large
2024.02
92.64
90.24
CUBE
Target LM=BERT_Large
2024.02
92.53
21.93
STRIP
Target LM=BERT_Large
2024.02
92.09
91.67
BKI
Target LM=BERT_Large
2024.02
91.16
92.65
MuScleLoRA
Target LM=BERT_Large
2024.02
90.99
17.54
RAP
Target LM=BERT_Large
2024.02
90.94
92.98
ONION
Target LM=BERT_Large
2024.02
86.27
96.16
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