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ResearchFormerly WizWand

Combinatorial Auction Knapsack Problem on CAKS500 (test)

0.75RegretSPO+ loss
0.65441.29971.9452.5903May 18, 2026
Updated 5mo ago

Evaluation results

MethodLinks
SPO+ lossCache=5%2026.050.75316
SPO+ lossLearning Rate=0.12026.050.76735
SPO+ loss2026.050.762,279
SPO+ lossRelaxation=true2026.050.76135
AVA loss2026.050.91330
MSE lossComponents=C,O,S2026.050.95206
MSE lossComponents=O,S2026.050.9627
MAP lossCache=5%2026.050.96314
MAE lossComponents=O,S2026.050.9831
MAE lossComponents=C,O,S2026.050.98187
MSE loss2026.05131
MAP lossCache=0%2026.05184
SPO+ lossCache=0%2026.051.01198
MSE lossComponents=OS2026.051.1731
CaVE loss2026.053.14629