Anomaly Detection on Sim-Palletizer
94.3PrecisionIstGPT
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| IstGPT2026.06 | 94.3 | 90.3 | 92.3 | 95.6 | 95.2 | 95.4 | |
| GTA2026.06 | 89.1 | 90.9 | 90 | 82.6 | 95.4 | 88.6 | |
| ICS-AD2026.06 | 88.3 | 81.9 | 85 | 79.9 | 91 | 85.1 | |
| GeCos2026.06 | 86.8 | 93.8 | 90.1 | 91.4 | 96.9 | 94 | |
| Sigllm2026.06 | 82.7 | 95.6 | 88.7 | 55.6 | 97.8 | 70.9 | |
| JumpStarter2026.06 | 75.4 | 87.1 | 80.8 | 84.7 | 93.5 | 88.9 | |
| LLMTIME2026.06 | 68.1 | 73.2 | 70.6 | 66.3 | 86.6 | 75.1 | |
| VAE-LSTM2026.06 | 68 | 52.3 | 59.1 | 46.6 | 76.1 | 57.8 | |
| USAD2026.06 | 60.7 | 48.7 | 54.1 | 55.2 | 74.4 | 63.4 | |
| MTAD-GAT2026.06 | 56.3 | 65.6 | 60.6 | 62.1 | 82.8 | 71 | |
| OmniAnomaly2026.06 | 54.7 | 86.1 | 66.9 | 60.8 | 93.1 | 73.6 | |
| GDN2026.06 | 43 | 95.2 | 59.3 | 47.8 | 97.6 | 64.2 | |
| MSCRED2026.06 | 36.7 | 93.5 | 52.7 | 35.5 | 96.8 | 52 |