Predictive process monitoring on BPIC 2012 (temporal)
65.27AccuracyTwo-Stage-T
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Two-Stage-TEvaluation protocol=Temporal split, Seeds=5, Architecture=Transformer-based with weighted axiom loss and rule pruning2026.03 | 65.27 | 62.12 | |
| Two-Stage-LEvaluation protocol=Temporal split, Seeds=5, Architecture=LSTM-based with weighted axiom loss and rule pruning2026.03 | 60.33 | 57.25 | |
| LSTMEvaluation protocol=Temporal split, Seeds=5, Architecture=LSTM (2 layers, hidden 128)2026.03 | 52.47 | 52.44 | |
| TRFEvaluation protocol=Temporal split, Seeds=5, Architecture=Transformer (2 attention heads, hidden 128)2026.03 | 52.29 | 51.86 |