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ResearchFormerly WizWand

Combinatorial Auction Knapsack Problem on CAKS100 (test)

0.81RegretSPO+ loss
0.67161.60582.543.4742May 18, 2026
Updated 5mo ago

Evaluation results

MethodLinks
SPO+ loss2026.050.811,202
SPO+ lossRelaxation=true2026.050.8153
SPO+ lossLearning Rate=0.12026.050.82560
SPO+ lossCache=5%2026.050.82247
MAE lossComponents=C,O,S2026.050.8354
MAE lossComponents=O,S2026.050.8416
SPO+ lossCache=0%2026.050.96164
AVA loss2026.050.96115
MSE lossComponents=O,S2026.050.9715
MSE lossComponents=C,O,S2026.050.9765
MAP lossCache=0%2026.050.9842
MSE loss2026.05114
MAP lossCache=5%2026.051.03140
MSE lossComponents=OS2026.051.0622
CaVE loss2026.054.27417