Predictive process monitoring on BPIC 2017 (temporal)
72.3AccuracyTwo-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 | 72.3 | 72.16 | |
| TRFEvaluation protocol=Temporal split, Seeds=5, Architecture=Transformer (2 attention heads, hidden 128)2026.03 | 71.15 | 70.74 | |
| Two-Stage-LEvaluation protocol=Temporal split, Seeds=5, Architecture=LSTM-based with weighted axiom loss and rule pruning2026.03 | 70.69 | 70.67 | |
| LSTMEvaluation protocol=Temporal split, Seeds=5, Architecture=LSTM (2 layers, hidden 128)2026.03 | 70.16 | 69.47 |