Phishing
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Classification | Phishing (test) | Accuracy96.02 | 24 | |
| Clustering | Phishing 5K | ARI92.1 | 18 | |
| Classification | PHISHING | Empirical Risk0.039 | 11 | |
| Multiclass Classification | Phishing TabArena v0.1 (test) | LogLoss0.218 | 10 | |
| Tabular Classification | Phishing | Mean AUC-ROC95.1 | 7 | |
| Clustering | Phishing (1k samples) | ARI91.2 | 7 | |
| Active Learning Classification | Phishing | Total Regret689 | 6 | |
| Binary Classification | phishing | F1 Score96.1 | 5 | |
| Tabular Data Watermarking | Phishing | Marginal Gap0.005 | 4 | |
| Decision Tree Rashomon Set construction | Phishing | Construction Time0.91 | 2 | |
| Decision Tree Rashomon Set Calculation | Phishing | Runtime0.91 | 2 | |
| Decision Tree Rashomon Set Enumeration | Phishing-44 | PRAXIS Count44 | 1 |
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