Anomaly Detection on 10K ASINs
94.96RecallClaude Sonnet 4
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Claude Sonnet 4Execution Time (s)=18234.17, Business Interpretability=High2026.01 | 94.96 | 97.02 | 95.98 | |
| Amazon Nova ProExecution Time (s)=5267.28, Business Interpretability=High2026.01 | 93.05 | 94.97 | 94 | |
| Meta Llama 3.2Execution Time (s)=4838.37, Business Interpretability=High2026.01 | 92.04 | 93.94 | 92.98 | |
| Logic-Based RulesExecution Time (s)=4.27, Business Interpretability=High2026.01 | 91.03 | 93.01 | 92.01 | |
| Anomaly TransformerExecution Time (s)=425.8, Business Interpretability=Low2026.01 | 90.02 | 72.02 | 79.93 | |
| LSTM-VAE HybridExecution Time (s)=348.5, Business Interpretability=Low2026.01 | 88 | 66.98 | 76.04 | |
| iForest-Based MethodExecution Time (s)=1250.33, Business Interpretability=Medium2026.01 | 83.95 | 80.03 | 81.94 |