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ResearchFormerly WizWand

Driver-DNF Classification on rel-f1

0.7737Attacked AccuracyRandom
0.7543560.7593780.76440.769422Jul 8, 2026
Updated 4mo ago

Evaluation results

MethodLinks
RandomBudget (B)=12026.070.7737
RandomBudget (B)=252026.070.7737
RandomBudget (B)=502026.070.7737
RandomBudget (B)=752026.070.7737
RandomBudget (B)=1002026.070.7737
Gradient rawBudget (B)=12026.070.7737
Gradient rawBudget (B)=252026.070.7737
Gradient rawBudget (B)=502026.070.7737
Gradient z-scoreBudget (B)=12026.070.7737
Gradient z-scoreBudget (B)=252026.070.7737
Gradient robust z-scoreBudget (B)=12026.070.7737
Gradient + exact rerankBudget (B)=12026.070.7737
Gradient + exact rerankBudget (B)=252026.070.7737
Gradient rawBudget (B)=752026.070.7654
Gradient rawBudget (B)=1002026.070.7654
Gradient robust z-scoreBudget (B)=752026.070.7654
Gradient robust z-scoreBudget (B)=1002026.070.7654
Gradient z-scoreBudget (B)=502026.070.7644
Gradient robust z-scoreBudget (B)=252026.070.7644
Gradient robust z-scoreBudget (B)=502026.070.7644
Gradient + exact rerankBudget (B)=502026.070.7644
Random + exact rerankBudget (B)=12026.070.7634
Random + exact rerankBudget (B)=252026.070.7624
Random + exact rerankBudget (B)=502026.070.7624
Random + exact rerankBudget (B)=752026.070.7624
Random + exact rerankBudget (B)=1002026.070.7624
Gradient z-scoreBudget (B)=752026.070.7551
Gradient z-scoreBudget (B)=1002026.070.7551
Gradient + exact rerankBudget (B)=752026.070.7551
Gradient + exact rerankBudget (B)=1002026.070.7551