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ResearchFormerly WizWand

SMS spam

Benchmarks

TaskDatasetSOTA resultTrendResults

Anomaly Detection

SMS Spam

95.69ROC-AUC

24

SMS Spam Classification

SMS Spam

99.04F1-score

21

Spam Classification

SMS spam dataset

0.988Precision

10

Token-Level Anomaly Detection

SMS Spam (test)

81.86AUROC

7

Tree Explanation

SMS Spam

9.68Runtime (ms/instance)

6

SMS-Spam n=1114 (held-out)

0.059Per-Class Loss

3

Text Classification

SMS Spam UCI (val)

99.7F1 Score

2