Lead Time Prediction on Shipyard pipe spool dataset
1.66MAEProcess-Aware Framework
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Process-Aware Framework2026.01 | 1.66 | 3.21 | 1,025.25 | |
| DT2026.01 | 3.35 | 5.91 | 9.65 | |
| MLP2026.01 | 4.02 | 5.64 | 463.22 | |
| Process-Aware Framework2026.01 | 4.18 | 6.44 | 458.07 | |
| Process-Aware Framework2026.01 | 4.66 | 7.13 | 794.13 | |
| PLS2026.01 | 4.68 | 6.39 | 20.23 | |
| LR2026.01 | 4.71 | 6.38 | 15.82 | |
| DT2026.01 | 5.45 | 8.92 | 7.53 | |
| DT2026.01 | 6.02 | 9.84 | 7.28 | |
| MLP2026.01 | 6.29 | 8.45 | 186.63 | |
| RF2026.01 | 6.32 | 8.26 | 0.43 | |
| PLS2026.01 | 7.24 | 9.48 | 12.94 | |
| LR2026.01 | 7.37 | 9.61 | 15.38 | |
| MLP2026.01 | 7.37 | 9.62 | 198.59 | |
| PLS2026.01 | 8.3 | 10.56 | 12.5 | |
| LR2026.01 | 8.41 | 10.69 | 15.33 | |
| RF2026.01 | 9.55 | 11.95 | 0.39 | |
| RF2026.01 | 10.54 | 12.98 | 0.41 |