ResearchBenchmarksArtwork-to-Music Generation on ArtSound Subjective Evaluation 1.0 (test)Follow2.74Audio QualityArt2Mus2.71922.72462.732.7354Feb 19, 2026Evaluation ResultsMethodMethodLinksAudio QualityExpressivenessPertinenceAlignmentArt2MusVisual Encoder=ImageBindVisual Encoder=ImageBind2026.022.743.022.872.79Art2MusVisual Encoder=CLIPVisual Encoder=CLIP2026.022.723.12.912.88