Continual Anomaly Detection on Document field tabular datasets
83.05Balanced AccuracyMultitask
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Multitask2026.06 | 83.05 | 77.67 | 90.95 | |
| Tasks w/o CL2026.06 | 81.02 | 76.15 | 88.94 | |
| AGF+OE+WT+DDReplay=DD, OE=true, WT=true2026.06 | 78.64 | 69.03 | 87.31 | |
| TaskFusionReplay=DD, OE=true, WT=true, CT=true2026.06 | 78.43 | 70.88 | 90.88 | |
| AGF+OE+CT+DDReplay=DD, OE=true, CT=true2026.06 | 78.39 | 70.42 | 87.37 | |
| AGF+OE+DDReplay=DD, OE=true2026.06 | 76.99 | 69.11 | 85.88 | |
| AGF+DDReplay=DD2026.06 | 76.2 | 67.04 | 85.8 | |
| AGF+RSReplay=RS2026.06 | 73.32 | 62.28 | 79.34 | |
| EDSR2026.06 | 64.7 | 56.55 | 75.36 | |
| CaSSLe2026.06 | 62.7 | 46.72 | 65.46 | |
| Finetune2026.06 | 56.65 | 43.69 | 61.74 |