ResearchBenchmarksGenerative Retrieval on D3 (pattern-holdout)Follow58.1AUCHPPO44.73648.205551.67555.1445Jun 25, 2026Evaluation ResultsMethodMethodLinksAUCAttribute Agreement (Attr)Same Item Rate (Same)Joint Probability (Joint)Conditional Probability (Cond)HPPOEval=PatternEval=Pattern2026.0658.132.5670.0517.4859.53MO-DiTEval=PatternEval=Pattern2026.0650.5411.7791.0610.7292.74Avg.Eval=PatternEval=Pattern2026.0645.739.193.778.595.19Pre. GREval=PatternEval=Pattern2026.0645.259.1473.566.7575.86