ResearchBenchmarksMax Delivery Bidding on TikTok internal auction data simulated (100 episodes)Follow99.9BURPID99.79699.82399.8599.877Mar 8, 2026Evaluation ResultsMethodMethodLinksBURImpressionsCPVBid ValuePIDstatus=fine-tunedstatus=fine-tuned2026.0399.923,7590.01360.086DOGDstatus=fine-tunedstatus=fine-tuned2026.0399.922,7540.01420.1653Optimalsearch_method=grid sea...search_method=grid search, type=constant bid2026.0399.924,5840.01320MPCframework=lightweightframework=lightweight2026.0399.824,5820.01320.0346