THEIA
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Textual Quality Evaluation | Theia E5 (test) | GLEU18 | 10 | |
| Textual Quality Evaluation | Theia E3 (test) | GLEU69 | 10 | |
| Intrusion Detection | Theia-E3 | ADP (Mean)100 | 9 | |
| Attack Detection | THEIA Kairos | AUC-ROC0.858 | 6 | |
| Attack Detection | THEIA OCR-APT | AUC-ROC96.2 | 6 | |
| Attack Detection | THEIA MAGIC | AUC-ROC86.9 | 6 | |
| Attack Detection | THEIA Flash | AUC-ROC90.1 | 6 | |
| APT attack investigation | THEIA E3 | Detected IOCs (Initial)9 | 6 | |
| Provenance Graph Synthesis | Theia E5 | Degree Score0.7 | 5 | |
| Provenance Graph Synthesis | Theia E3 | Degree0.81 | 5 | |
| Node-level Detection | E3-THEIA DARPA | Precision0.38 | 5 | |
| Advanced Persistent Threat Detection | THEIA | Precision98 | 4 | |
| Anomaly Detection | THEIA E3 | True Positives (TP)9 | 2 | |
| Detection Performance | Theia E5 | μAr0 | 1 |
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