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ResearchFormerly WizWand

Active Modality Acquisition (Image imputed by Audio) on MOSEI

1.052AUROCOracle
0.504960.646980.7890.93102May 22, 2025
Updated 6mo ago

Evaluation results

MethodLinks
OracleStrategy Category=Upper Bounds2025.051.0521.011
True KL-Div.Strategy Category=Upper Bounds2025.050.7850.803
True RankStrategy Category=Upper Bounds2025.050.7830.802
True Uncert.Strategy Category=Upper Bounds2025.050.6720.742
RankStrategy Category=Imputation-based2025.050.5760.614
KL-DivStrategy Category=Imputation-based2025.050.5660.601
RandomStrategy Category=Baselines (no imputation)2025.050.5530.603
ProbabilityStrategy Category=Imputation-based2025.050.5470.629
UncertaintyStrategy Category=Imputation-based2025.050.5450.586
UncertaintyStrategy Category=Baselines (no imputation)2025.050.5450.601
ProbabilityStrategy Category=Baselines (no imputation)2025.050.5260.616