Anomaly Detection on Sim-Level Control
98.7PrecisionGeCos
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GeCos2026.06 | 98.7 | 37.6 | 54.5 | 99.7 | 68.8 | 81.4 | |
| ICS-AD2026.06 | 91.8 | 56.9 | 70.3 | 86.7 | 78.4 | 82.4 | |
| JumpStarter2026.06 | 86.1 | 81.7 | 83.9 | 89.6 | 90.9 | 90.2 | |
| OmniAnomaly2026.06 | 85.6 | 84.9 | 85.3 | 83.2 | 92.4 | 87.6 | |
| GTA2026.06 | 85.1 | 56.4 | 67.9 | 83.2 | 78.2 | 80.6 | |
| MTAD-GAT2026.06 | 83.2 | 91.5 | 87.2 | 85.4 | 95.7 | 90.3 | |
| IstGPT2026.06 | 82.4 | 96.4 | 88.9 | 85.5 | 98.2 | 91.4 | |
| Sigllm2026.06 | 74.5 | 79.8 | 77.1 | 61.3 | 89.9 | 72.9 | |
| MSCRED2026.06 | 67.2 | 91.1 | 77.4 | 73.8 | 95.5 | 83.3 | |
| LLMTIME2026.06 | 65.8 | 77.1 | 71 | 56.4 | 88.5 | 68.9 | |
| VAE-LSTM2026.06 | 56 | 46 | 50.5 | 33.5 | 73 | 45.9 | |
| GDN2026.06 | 55.9 | 94.4 | 70.2 | 53 | 97.2 | 68.6 | |
| USAD2026.06 | 55.1 | 42.5 | 48 | 47.4 | 71.3 | 56.9 |