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Active Modality Acquisition on MOSEI Audio imputed by Text (test)
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4.955
AUROC
Oracle
0.0202
1.30135
2.5825
3.86365
May 22, 2025
AUROC
AUPRC
Updated 26d ago
Evaluation Results
Method
Method
Links
AUROC
AUPRC
Oracle
Category=Upper Bounds...
2025.05
4.955
6.275
Probability
Category=Imputation-ba...
2025.05
2.306
2.571
KL-Div
Category=Imputation-ba...
2025.05
2.305
2.335
Uncertainty
Category=Imputation-ba...
2025.05
1.154
1.626
True KL-Div.
Category=Upper Bounds...
2025.05
0.815
0.817
True Rank
Category=Upper Bounds...
2025.05
0.563
0.645
True Uncert.
Category=Upper Bounds...
2025.05
0.52
0.604
Uncertainty
Category=Baselines (no...
2025.05
0.519
0.604
Probability
Category=Baselines (no...
2025.05
0.416
0.511
Random
Category=Baselines (no...
2025.05
0.326
0.439
Rank
Category=Imputation-ba...
2025.05
0.21
0.093
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