Combinatorial Auction Knapsack Problem on CAKS500 (test)
0.75RegretSPO+ loss
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SPO+ lossCache=5%2026.05 | 0.75 | 316 | |
| SPO+ lossLearning Rate=0.12026.05 | 0.76 | 735 | |
| SPO+ loss2026.05 | 0.76 | 2,279 | |
| SPO+ lossRelaxation=true2026.05 | 0.76 | 135 | |
| AVA loss2026.05 | 0.91 | 330 | |
| MSE lossComponents=C,O,S2026.05 | 0.95 | 206 | |
| MSE lossComponents=O,S2026.05 | 0.96 | 27 | |
| MAP lossCache=5%2026.05 | 0.96 | 314 | |
| MAE lossComponents=O,S2026.05 | 0.98 | 31 | |
| MAE lossComponents=C,O,S2026.05 | 0.98 | 187 | |
| MSE loss2026.05 | 1 | 31 | |
| MAP lossCache=0%2026.05 | 1 | 84 | |
| SPO+ lossCache=0%2026.05 | 1.01 | 198 | |
| MSE lossComponents=OS2026.05 | 1.17 | 31 | |
| CaVE loss2026.05 | 3.14 | 629 |