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Benchmarks
Active Modality Acquisition on MOSEI Audio imputed by Image and Text (test)
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1.215
AUROC (G_full)
Oracle
0.33412
0.56281
0.7915
1.02019
May 22, 2025
AUROC (G_full)
AUPRC (G_full)
Updated 26d ago
Evaluation Results
Method
Method
Links
AUROC (G_full)
AUPRC (G_full)
Oracle
Category=Upper Bounds...
2025.05
1.215
1.275
True KL-Div.
Category=Upper Bounds...
2025.05
0.865
0.85
KL-Div
Category=Imputation-ba...
2025.05
0.857
0.846
True Rank
Category=Upper Bounds...
2025.05
0.833
0.837
Probability
Category=Imputation-ba...
2025.05
0.667
0.725
Uncertainty
Category=Imputation-ba...
2025.05
0.646
0.694
True Uncert.
Category=Upper Bounds...
2025.05
0.645
0.693
Uncertainty
Category=Baselines (no...
2025.05
0.536
0.566
Random
Category=Baselines (no...
2025.05
0.503
0.53
Rank
Category=Imputation-ba...
2025.05
0.459
0.489
Probability
Category=Baselines (no...
2025.05
0.368
0.462
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