Anomaly Detection on Synthetic dataset 2024 (test)
90PrecisionMistral 8B
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Mistral 8BMethod Group=LLMs2025.12 | 90 | 98 | 94 | 48 | 12 | 2 | 4,938 | |
| Gemma 7BMethod Group=LLMs2025.12 | 71 | 99 | 79 | 50 | 68 | 0 | 4,882 | |
| Llama 3.1 8BMethod Group=LLMs2025.12 | 67 | 88 | 73 | 39 | 78 | 11 | 4,872 | |
| Isolation ForestMethod Group=ML Baseline2025.12 | 61 | 98 | 68 | 50 | 169 | 0 | 4,781 | |
| GPT-5-miniMethod Group=LLMs2025.12 | 55 | 95 | 56 | 50 | 466 | 0 | 4,484 | |
| JETMethod Group=Traditional2025.12 | 53 | 90 | 50 | 50 | 942 | 0 | 4,008 | |
| Gemma 2BMethod Group=LLMs2025.12 | 53 | 92 | 53 | 49 | 685 | 1 | 4,265 | |
| Mistral Small 22BMethod Group=LLMs2025.12 | 53 | 92 | 52 | 49 | 711 | 1 | 4,239 |