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ResearchFormerly WizWand

Letters

Benchmarks

TaskDatasetSOTA resultTrendResults

Spectral Clustering

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0.26Time cost (s)

29

Generative Modeling

letters (test)

-130.9ELBO

20

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37.74CA

19

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63AMI

16

Multiple Instance Learning classification

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0.992AUROC

14

Log-likelihood estimation

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-129.9Log-likelihood

10

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45.9NMI

10

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0.51AMI

9

Large-scale Spectral Clustering

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0.454NMI

9

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33.54Accuracy

9

Ensemble Clustering

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1.44Time cost (s)

9

Ensemble Clustering

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45.9NMI (%)

9

Steered trajectory behavioral fidelity

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0.023Cumulative Bhattacharyya Energy (EBC)

3

Class-sequence traversal

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0.633Behaviour-space Arc Length

3

Steering strength evaluation

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99.1Legibility (Top-1)

3

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63AMI

3