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Topic Classification on AG News (test) (Adversarial Robustness - Badnets, Addsent, HiddenKiller, StyleBkd)

93.79Badnets CACCVanilla
86.61488.47790.3492.203Feb 19, 2024

Evaluation results

MethodLinks
VanillaModel=RoBERTa-Large2024.0293.7996.4293.1410093.6610093.5994.4
VanillaModel=BERT-Large2024.0293.7163.8693.5610093.5399.3293.1888.21
VanillaModel=RoBERTa-Base2024.0293.2986.1993.6810093.3299.9893.5691.56
PrefixModel=BERT-Large2024.0292.3954.8192.5410091.7599.191.7682.99
PrefixModel=RoBERTa-Large2024.0292.3418.692.1899.9692.2199.9891.8291.12
LoRAModel=RoBERTa-Large2024.0292.142.2192.2499.9691.9699.991.6388.44
AdapterModel=RoBERTa-Large2024.0291.12.3991.199.9590.8399.2390.7572.75
PrefixModel=RoBERTa-Base2024.0291.0539.5191.1299.9590.8799.9690.3384.63
LoRAModel=BERT-Large2024.0290.671.6890.5599.8190.3297.2190.2182.99
AdapterModel=RoBERTa-Base2024.0290.63.489.8599.9890.3999.788.9678.77
LoRAModel=RoBERTa-Base2024.0290.541.8690.2299.9690.5399.9389.9381.28
MuScleLoRAModel=RoBERTa-Large2024.0290.211.8590.14.2689.647.3490.052.3
AdapterModel=BERT-Large2024.0290.163.6889.4566.5389.749188.9736.72
MuScleLoRAModel=BERT-Large2024.0289.581.6789.11.787.3328.0488.9712.15
MuScleLoRAModel=RoBERTa-Base2024.0286.891.4286.31.3587.0119.4686.785.7