Anomaly Detection on Volve offshore field production dataset (time-based)
98ROC-AUCTemporal GAT
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Temporal GATgraph_topology=with well–well edges2026.03 | 98 | 76.7 | 93.4 | 84.3 | |
| LSTM2026.03 | 97.4 | 78.4 | 92.9 | 85 |
| Method | Links | ||||
|---|---|---|---|---|---|
| Temporal GATgraph_topology=with well–well edges2026.03 | 98 | 76.7 | 93.4 | 84.3 | |
| LSTM2026.03 | 97.4 | 78.4 | 92.9 | 85 |