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RCV1 dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

RCV1

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Multi-label Text Categorization

RCV1 LYRL04

85.7Micro-F1

5

Consensus logistic regression

Rcv1

12Iterations

4

Hierarchical Text Classification

RCV1 (test)

79.3Micro-F1

4

Lasso path solving

RCV1 Non-biological (libsvm)

19,625.6Mean Wall-Clock Time (ms)

3

Outlier Detection

RCV1 84

1.33Adjusted AP

3

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Popular tasks

Hierarchical Text Classification Text Classification Classification Topic Modeling Document Modeling

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