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ResearchFormerly WizWand

Vulnerability Detection on CodeXGLUE (test)

65.8AccuracyDISCO
60.80862.10463.464.696Oct 8, 2021
Updated 8mo ago

Evaluation results

MethodLinks
DISCOtraining_objective=MLM+CLR++NT-MLM2021.1065.8
DISCOtraining_objective=MLM+CLR+2021.1064.4
DISCOobjective=MLM+CLR+2021.1064.4
DISCOobjective=MLM+CLR++NT-MLM2021.1063.8
C-BERT2021.1063.6
DISCOtraining_objective=MLM+CLR+/-2021.1063.6
C-BERTnote=test data can be different from other baselines2021.1063.6
DISCOobjective=MLM+CLR±2021.1063.6
GraphCodeBERT2021.1063.2
GraphCodeBERT2021.1063.2
CodeBERT2021.1062.1
CodeBERT2021.1062.1
Transformer2021.1062
Transformerlayers=12-Layer2021.1062
DISCOtraining_objective=MLM2021.1061.8
DISCOobjective=MLM2021.1061.8
ROBERTa2021.1061
RoBERTa2021.1061