ResearchBenchmarksStory Completion on XStoryCloze ArabicStory Completion on XStoryCloze ArabicFollow59.3Accuracy (Normalized)HQ seed57.781658.175858.5758.9642Apr 22, 2026Evaluation resultsMethodMethodLinksAccuracy (Normalized)HQ seedVariant=SeedVariant=Seed2026.0459.3HQ2026.0459.23No Filtering2026.0459.03MKC-e2026.0458.9HQ (10%)Retention=10%Retention=10%2026.0458.77ML (Q3)Sampling Strategy=Q3Sampling Strategy=Q32026.0458.31HQ (20%)Retention=20%Retention=20%2026.0458.17ML2026.0458.11ML (20%)Retention=20%Retention=20%2026.0458.04ML (10%)Retention=10%Retention=10%2026.0457.84