Next activity prediction on BPI 2017 (test)
83.6AccuracyEHHN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EHHN2026.07 | 83.6 | 70.2 | |
| HOEGBaseline Type=Native OCEL graph baselines2026.07 | 80.1 | 65.2 | |
| Dual-ViewBaseline Type=Flattening/adapted classical baselines2026.07 | 76.8 | 55.2 | |
| PROPHETBaseline Type=Flattening/adapted classical baselines2026.07 | 76.2 | 57.9 | |
| Flat-LSTMBaseline Type=Flattening/adapted classical baselines2026.07 | 75.8 | 56.1 | |
| GAT+LSTMBaseline Type=Flattening/adapted classical baselines2026.07 | 74.8 | 68.7 | |
| Logistic RegressionBaseline Type=Native OCEL graph baselines2026.07 | 63.2 | 49.5 | |
| GATBaseline Type=Native OCEL graph baselines2026.07 | 62.3 | 46.2 | |
| GraphTransformerBaseline Type=Native OCEL graph baselines2026.07 | 59.3 | 35.7 | |
| GCNBaseline Type=Native OCEL graph baselines2026.07 | 43.6 | 24.9 |