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Active Modality Acquisition on MOSEI Audio imputed by Image
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1.238
AUROC
Oracle
0.28952
0.53576
0.782
1.02824
May 22, 2025
AUROC
AUPRC
Updated 26d ago
Evaluation Results
Method
Method
Links
AUROC
AUPRC
Oracle
Category=Upper Bounds...
2025.05
1.238
1.207
True KL-Div.
Category=Upper Bounds...
2025.05
0.826
0.821
KL-Div
Category=Imputation-ba...
2025.05
0.8
0.803
True Rank
Category=Upper Bounds...
2025.05
0.752
0.78
Probability
Category=Imputation-ba...
2025.05
0.684
0.737
Uncertainty
Category=Imputation-ba...
2025.05
0.552
0.625
True Uncert.
Category=Upper Bounds...
2025.05
0.544
0.627
Uncertainty
Category=Baselines (no...
2025.05
0.436
0.502
Random
Category=Baselines (no...
2025.05
0.397
0.478
Probability
Category=Baselines (no...
2025.05
0.374
0.51
Rank
Category=Imputation-ba...
2025.05
0.326
0.445
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