Combinatorial Auction Knapsack Problem on CAKS1000 (test)
0.77RegretSPO+ loss
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SPO+ lossLearning Rate=0.12026.05 | 0.77 | 1,021 | |
| SPO+ loss2026.05 | 0.77 | 2,607 | |
| SPO+ lossRelaxation=true2026.05 | 0.77 | 294 | |
| SPO+ lossCache=5%2026.05 | 0.78 | 345 | |
| AVA loss2026.05 | 0.93 | 719 | |
| MSE lossComponents=O,S2026.05 | 0.95 | 96 | |
| MSE lossComponents=C,O,S2026.05 | 0.95 | 358 | |
| MAE lossComponents=O,S2026.05 | 0.98 | 94 | |
| MAE lossComponents=C,O,S2026.05 | 0.98 | 356 | |
| SPO+ lossCache=0%2026.05 | 0.99 | 299 | |
| MSE loss2026.05 | 1 | 112 | |
| MAP lossCache=0%2026.05 | 1 | 158 | |
| MAP lossCache=5%2026.05 | 1.17 | 346 | |
| MSE lossComponents=OS2026.05 | 1.18 | 46 | |
| CaVE loss2026.05 | 1.99 | 913 |