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Monk

Benchmarks

Task NameDataset NameSOTA ResultTrend
ClassificationMonk
Accuracy97.2
32
Classificationmonk
F1 Score100
22
ClassificationMonk (test)
Accuracy100
22
Classificationmonk 25% feature noise
Accuracy95.6
14
Data Synthesismonk2
MMD0.057
8
Classificationmonk 0% noise
F1 Score88.1
7
Classificationmonk 25% feature noise
F1 Score95.5
7
Classificationmonk 25% label noise
F1 Score97.2
7
Constrained ClusteringMonk 2
SSE1,520
2
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