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Active Modality Acquisition on MOSEI Text imputed by Image
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1.613
AUROC (G_full)
Oracle
0.25684
0.60892
0.961
1.31308
May 22, 2025
AUROC (G_full)
AUPRC (G_full)
Updated 26d ago
Evaluation Results
Method
Method
Links
AUROC (G_full)
AUPRC (G_full)
Oracle
Strategy category=Uppe...
2025.05
1.613
1.493
KL-Div
Strategy category=Impu...
2025.05
0.9
0.896
True KL-Div.
Strategy category=Uppe...
2025.05
0.845
0.843
Probability
Strategy category=Impu...
2025.05
0.806
0.861
True Rank
Strategy category=Uppe...
2025.05
0.772
0.784
Uncertainty
Strategy category=Impu...
2025.05
0.651
0.747
True Uncert.
Strategy category=Uppe...
2025.05
0.633
0.697
Uncertainty
Strategy category=Base...
2025.05
0.466
0.537
Probability
Strategy category=Base...
2025.05
0.418
0.532
Random
Strategy category=Base...
2025.05
0.417
0.489
Rank
Strategy category=Impu...
2025.05
0.309
0.42
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