ResearchBenchmarksVideo Captioning on EVC-MSVD (CLIPScores, RefCLIP-S)Video Captioning on EVC-MSVD (CLIPScores, RefCLIP-S)Follow69.7CLIPScoresMM-ECPE++59.40462.07764.7567.423Jun 7, 2026Evaluation resultsMethodMethodLinksCLIPScoresRefCLIP-SMM-ECPE++2026.0669.789.5MM-ECPE2026.0669.188.6DCGN2026.0666.486.1EPAN2026.0661.183.2VEIN2026.0659.881.9