ResearchBenchmarksColor Alteration on FiVE-BenchColor Alteration on FiVE-BenchFollow87YN AccuracyViFeEdit10.0430.025069.98Mar 16, 2026Evaluation resultsMethodMethodLinksYN AccuracyMC AccuracyUnion AccIntersection AccFiVE AccuracyViFeEdit2026.038796988591.5VACEfine-tuned=truefine-tuned=true2026.038287898084.5Pyramid-Edit2026.035249594250.5VidToMe2026.034751544449Wan-Edit2026.033741443439SDEdit2026.031322231217.5