Knapsack Problem on KS500 (test)
0.55RegretMSE loss
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MSE lossComponents=O,S2026.05 | 0.55 | 17 | |
| MSE lossComponents=C,O,S2026.05 | 0.56 | 130 | |
| SPO+ loss2026.05 | 0.57 | 3,602 | |
| SPO+ lossRelaxation=true2026.05 | 0.57 | 101 | |
| SPO+ lossCache=5%2026.05 | 0.6 | 311 | |
| MAE lossComponents=O,S2026.05 | 0.62 | 16 | |
| MAE lossComponents=C,O,S2026.05 | 0.64 | 124 | |
| SPO+ lossLearning Rate=0.12026.05 | 0.64 | 667 | |
| MSE lossComponents=OS2026.05 | 0.71 | 33 | |
| SPO+ lossCache=0%2026.05 | 0.86 | 259 | |
| AVA loss2026.05 | 0.88 | 295 | |
| MAP lossCache=5%2026.05 | 0.94 | 309 | |
| MSE loss2026.05 | 1 | 15 | |
| MAP lossCache=0%2026.05 | 1.14 | 65 | |
| CaVE loss2026.05 | 1.83 | 479 |