Reuters-21578

Introduced by Lewis in Reuters-21578

The Reuters-21578 dataset is a collection of documents with news articles. The original corpus has 10,369 documents and a vocabulary of 29,930 words.

Source: Topic Model Based Multi-Label Classification from the Crowd

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Benchmarks

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Task	Dataset Variant	Best Model
Document Classification	Reuters-21578	MPAD-path
Multi-Label Text Classification	Reuters-21578	CB-NTR
Text Retrieval	Reuters-21578	VDSH
Supervised Text Retrieval	Reuters-21578	VDSH-S
Unsupervised Anomaly Detection	Reuters-21578	RSRAE
Multi-Modal Document Classification	Reuters-21578	MPAD-path