ResearchBenchmarksTarget-guided Proactive Dialogue Generation on DuRecDial OOD (test)Target-guided Proactive Dialogue Generation on DuRecDial OOD (test)Follow4.17PerplexityTRIPDial4.12244.44374.7655.0863May 12, 2026Evaluation resultsMethodMethodLinksPerplexityF1 (Word)BLEU-1BLEU-2DIST-1DIST-2F1 (K)Failure RateTRIPDialrepro=⋄repro=⋄2026.054.1742.6841.133.51.35.947.1322.19TPDialrepro=⋄repro=⋄2026.054.1834.9534.827.11.35.834.880.05T5-Zh2026.054.5640.739.431.21.25.941.4223.44Ourmode=softmode=soft2026.055.3444.3343.234.81.26.547.8320.2Ourmode=hardmode=hard2026.055.3644.243.134.71.26.647.8319.7