Anomaly Detection on Sim-Sorting by Weight
96.2PrecisionIstGPT
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| IstGPT2026.06 | 96.2 | 98.6 | 97.4 | 82.5 | 99.3 | 90.1 | |
| GTA2026.06 | 87.7 | 50.2 | 63.9 | 76.2 | 75.1 | 75.7 | |
| OmniAnomaly2026.06 | 80.3 | 92.9 | 86.1 | 65.1 | 96.5 | 77.7 | |
| ICS-AD2026.06 | 79.6 | 76.3 | 77.9 | 54.8 | 88.1 | 67.6 | |
| JumpStarter2026.06 | 77.9 | 91.1 | 84 | 70.4 | 95.6 | 81.1 | |
| MTAD-GAT2026.06 | 77.2 | 86 | 81.4 | 61.9 | 93 | 74.3 | |
| GeCos2026.06 | 74.2 | 99.3 | 84.9 | 58.3 | 99.7 | 73.6 | |
| Sigllm2026.06 | 67.4 | 84.9 | 75.2 | 34.8 | 92.5 | 50.6 | |
| LLMTIME2026.06 | 61.6 | 72.4 | 66.6 | 25.7 | 86.2 | 39.6 | |
| MSCRED2026.06 | 59.8 | 76.7 | 67.2 | 32.2 | 88.3 | 47.2 | |
| GDN2026.06 | 59.5 | 99.2 | 74.4 | 44.3 | 99.6 | 61.3 | |
| VAE-LSTM2026.06 | 41.6 | 65.4 | 50.9 | 19.3 | 82.7 | 31.3 | |
| USAD2026.06 | 35.3 | 31.7 | 33.4 | 40.5 | 65.9 | 50.2 |