Model: claudios/VulBERTa-MLP-Devign
Author: claudios
Pipeline: text-classification
Library: transformers
Tags: transformers, safetensors, roberta, text-classification, devign, defect detection, code, dataset:code_x_glue_cc_defect_detection, license:mit, model-index, endpoints_compatible, region:us
Card metadata: license: mit
arxiv: 2205.12424
datasets: code_x_glue_cc_defect_detection
metrics: accuracy, precision, recall, f1, roc_auc
model-index: name: VulBERTa MLP
results: task: type: defect-detection
dataset: name: codexglue-devign
type: codexglue-devign
metrics: name: Accuracy
type: Accuracy
value: 64.71
verified: no, name: Precision
type: Precision
value: 64.8
verified: no, name: Recall
type: Recall
value: 50.76
verified: no, name: F1
type: F1
value: 56.93
verified: no, name: ROC-AUC
type: ROC-AUC
value: 71.02
verified: no
pipeline_tag: text-classification
tags: devign, defect detection, code
Likes: 5 | All-time downloads: 120430
Created: 2024-01-05 16:55:08