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ResearchFormerly WizWand

Overall Multimodal Performance on LLaVA 665K Evaluation Suite

100.3Relative ScoreMAGIC
85.32489.21293.196.988May 25, 2026
Updated 5mo ago

Evaluation results

MethodLinks
MAGICTraining Data Fraction=20%2026.05100.3
FullTraining Data Fraction=100%2026.05100
ICONSTraining Data Fraction=20%2026.0598.4
COIDOTraining Data Fraction=20%2026.0598.2
COINCIDETraining Data Fraction=20%2026.0597.4
RandomTraining Data Fraction=20%2026.0595.8
D2-PruningTraining Data Fraction=20%2026.0594.8
Self-SepTraining Data Fraction=20%2026.0593.4
RDSTraining Data Fraction=20%2026.0593.2
SemDeDupTraining Data Fraction=20%2026.0592.6
PerplexityTraining Data Fraction=20%2026.0591.6
CLIP-ScoreTraining Data Fraction=20%2026.0591.2
Self-FilterTraining Data Fraction=20%2026.0590.5
EL2NTraining Data Fraction=20%2026.0589.8
DataTailorTraining Data Fraction=20%2026.0585.9