Combinatorial Auction Knapsack Problem on CAKS100 (test)
0.81RegretSPO+ loss
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SPO+ loss2026.05 | 0.81 | 1,202 | |
| SPO+ lossRelaxation=true2026.05 | 0.81 | 53 | |
| SPO+ lossLearning Rate=0.12026.05 | 0.82 | 560 | |
| SPO+ lossCache=5%2026.05 | 0.82 | 247 | |
| MAE lossComponents=C,O,S2026.05 | 0.83 | 54 | |
| MAE lossComponents=O,S2026.05 | 0.84 | 16 | |
| SPO+ lossCache=0%2026.05 | 0.96 | 164 | |
| AVA loss2026.05 | 0.96 | 115 | |
| MSE lossComponents=O,S2026.05 | 0.97 | 15 | |
| MSE lossComponents=C,O,S2026.05 | 0.97 | 65 | |
| MAP lossCache=0%2026.05 | 0.98 | 42 | |
| MSE loss2026.05 | 1 | 14 | |
| MAP lossCache=5%2026.05 | 1.03 | 140 | |
| MSE lossComponents=OS2026.05 | 1.06 | 22 | |
| CaVE loss2026.05 | 4.27 | 417 |