Continual Anomaly Detection on Astronautics field tabular datasets
94.37Balanced AccuracyMultitask
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Multitask2026.06 | 94.37 | 96.56 | 98.63 | |
| TaskFusionReplay=DD, OE=true, WT=true, CT=true2026.06 | 93.77 | 96.36 | 98.85 | |
| AGF+OE+DDReplay=DD, OE=true2026.06 | 92.91 | 94.78 | 98.02 | |
| AGF+OE+CT+DDReplay=DD, OE=true, CT=true2026.06 | 92.87 | 95.89 | 98.24 | |
| AGF+DDReplay=DD2026.06 | 92.55 | 94.87 | 97.95 | |
| AGF+OE+WT+DDReplay=DD, OE=true, WT=true2026.06 | 92.54 | 95.3 | 98.66 | |
| Tasks w/o CL2026.06 | 92.12 | 95.61 | 97.43 | |
| AGF+RSReplay=RS2026.06 | 88.56 | 85.84 | 90.25 | |
| EDSR2026.06 | 75.83 | 41.23 | 60.46 | |
| CaSSLe2026.06 | 68.43 | 47.31 | 62.85 | |
| Finetune2026.06 | 66.21 | 66.53 | 71.19 |