Predict-then-Optimize on 2D knapsack (test)
5.55Normalized Regret (%)SPO+
Evaluation Results
| Method | Links | |
|---|---|---|
| SPO+Degree=4, Samples=4002026.06 | 5.55 | |
| SPO+Degree=4, Samples=8002026.06 | 5.72 | |
| MSEDegree=4, Samples=4002026.06 | 5.88 | |
| PFYDegree=4, Samples=4002026.06 | 5.9 | |
| PFYDegree=4, Samples=8002026.06 | 5.92 | |
| WISEDegree=4, Samples=4002026.06 | 5.99 | |
| SPO+Degree=4, Samples=2002026.06 | 6.01 | |
| LAVADegree=4, Samples=8002026.06 | 6.09 | |
| MSEDegree=4, Samples=2002026.06 | 6.29 | |
| WISEDegree=4, Samples=8002026.06 | 6.42 | |
| WISEDegree=4, Samples=2002026.06 | 6.43 | |
| MSEDegree=4, Samples=8002026.06 | 6.5 | |
| MSEDegree=4, Samples=1002026.06 | 6.64 | |
| SPO+Degree=4, Samples=1002026.06 | 6.66 | |
| PFYDegree=4, Samples=2002026.06 | 6.66 | |
| LAVADegree=4, Samples=4002026.06 | 6.78 | |
| WISEDegree=4, Samples=1002026.06 | 6.89 | |
| PFYDegree=4, Samples=1002026.06 | 7.58 | |
| WISEDegree=2, Samples=4002026.06 | 7.63 | |
| WISEDegree=2, Samples=2002026.06 | 7.8 | |
| MSEDegree=2, Samples=8002026.06 | 7.8 | |
| WISEDegree=2, Samples=8002026.06 | 7.85 | |
| SPO+Degree=2, Samples=8002026.06 | 7.93 | |
| SPO+Degree=2, Samples=4002026.06 | 8.05 | |
| LAVADegree=4, Samples=2002026.06 | 8.1 | |
| MSEDegree=2, Samples=4002026.06 | 8.23 | |
| WISEDegree=2, Samples=1002026.06 | 8.32 | |
| LAVADegree=2, Samples=8002026.06 | 8.37 | |
| SPO+Degree=2, Samples=2002026.06 | 8.41 | |
| PFYDegree=2, Samples=8002026.06 | 8.49 | |
| PFYDegree=2, Samples=4002026.06 | 8.6 | |
| MSEDegree=2, Samples=2002026.06 | 8.65 | |
| MSEDegree=2, Samples=1002026.06 | 8.74 | |
| LAVADegree=2, Samples=4002026.06 | 9.08 | |
| SPO+Degree=2, Samples=1002026.06 | 9.09 | |
| PFYDegree=2, Samples=2002026.06 | 9.21 | |
| LAVADegree=4, Samples=1002026.06 | 9.57 | |
| DBBDegree=4, Samples=8002026.06 | 9.59 | |
| CAVEDegree=4, Samples=4002026.06 | 10.3 | |
| PFYDegree=2, Samples=1002026.06 | 10.32 | |
| LAVADegree=2, Samples=2002026.06 | 10.34 | |
| DBBDegree=2, Samples=8002026.06 | 10.6 | |
| CAVEDegree=4, Samples=2002026.06 | 10.92 | |
| WISEDegree=1, Samples=4002026.06 | 11.05 | |
| WISEDegree=1, Samples=8002026.06 | 11.05 | |
| MSEDegree=1, Samples=8002026.06 | 11.15 | |
| CAVEDegree=4, Samples=1002026.06 | 11.17 | |
| WISEDegree=1, Samples=2002026.06 | 11.35 | |
| LAVADegree=1, Samples=8002026.06 | 11.49 | |
| DBBDegree=4, Samples=4002026.06 | 11.5 | |
| SPO+Degree=1, Samples=8002026.06 | 11.53 | |
| SPO+Degree=1, Samples=4002026.06 | 11.64 | |
| MSEDegree=1, Samples=4002026.06 | 11.71 | |
| CAVEDegree=4, Samples=8002026.06 | 11.8 | |
| PFYDegree=1, Samples=8002026.06 | 11.84 | |
| LAVADegree=2, Samples=1002026.06 | 11.88 | |
| SPO+Degree=1, Samples=2002026.06 | 11.93 | |
| WISEDegree=1, Samples=1002026.06 | 12.01 | |
| MSEDegree=1, Samples=2002026.06 | 12.11 | |
| DBBDegree=2, Samples=4002026.06 | 12.28 | |
| PFYDegree=1, Samples=4002026.06 | 12.32 | |
| MSEDegree=1, Samples=1002026.06 | 12.43 | |
| PFYDegree=1, Samples=2002026.06 | 12.51 | |
| LAVADegree=1, Samples=4002026.06 | 12.55 | |
| SPO+Degree=1, Samples=1002026.06 | 12.59 | |
| LAVADegree=1, Samples=2002026.06 | 13.27 | |
| PFYDegree=1, Samples=1002026.06 | 13.45 | |
| DBBDegree=1, Samples=8002026.06 | 14.24 | |
| DBBDegree=4, Samples=2002026.06 | 14.69 | |
| DBBDegree=2, Samples=2002026.06 | 14.83 | |
| LAVADegree=1, Samples=1002026.06 | 14.84 | |
| CAVEDegree=2, Samples=8002026.06 | 15.14 | |
| DBBDegree=1, Samples=4002026.06 | 15.25 | |
| DBBDegree=1, Samples=2002026.06 | 16.28 | |
| CAVEDegree=2, Samples=4002026.06 | 16.42 | |
| CAVEDegree=2, Samples=2002026.06 | 16.78 | |
| DBBDegree=2, Samples=1002026.06 | 17.11 | |
| DBBDegree=1, Samples=1002026.06 | 17.3 | |
| CAVEDegree=2, Samples=1002026.06 | 17.97 | |
| DBBDegree=4, Samples=1002026.06 | 19.2 | |
| CAVEDegree=1, Samples=4002026.06 | 19.54 | |
| CAVEDegree=1, Samples=8002026.06 | 20.09 | |
| CAVEDegree=1, Samples=2002026.06 | 22.62 | |
| CAVEDegree=1, Samples=1002026.06 | 23.02 |