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Benchmarks
Active Modality Acquisition on MOSEI Image imputed by Text and Audio (test)
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1.321
AUROC (G_full)
Oracle
0.42868
0.66034
0.892
1.12366
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
1.321
1.315
True KL-Div.
Strategy Category=Uppe...
2025.05
0.979
0.862
True Rank
Strategy Category=Uppe...
2025.05
0.96
0.811
True Uncert.
Strategy Category=Uppe...
2025.05
0.716
0.75
KL-Div
Strategy Category=Impu...
2025.05
0.603
0.627
Probability
Strategy Category=Base...
2025.05
0.534
0.676
Probability
Strategy Category=Impu...
2025.05
0.513
0.61
Uncertainty
Strategy Category=Base...
2025.05
0.513
0.48
Uncertainty
Strategy Category=Impu...
2025.05
0.499
0.452
Random
Strategy Category=Base...
2025.05
0.489
0.527
Rank
Strategy Category=Impu...
2025.05
0.463
0.491
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