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EURLEX dataset and benchmarks · SOTA2 Research

Research Datasets

EURLEX

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Document Classification

EURLEX

49.12Macro F1

21

Multi-label Text Classification

EURLEX57K (test)

79.6RP@5 (All Labels)

12

Extreme Multi-label Classification

Eurlex-4K

0.8Training Time (hours)

8

Document Classification

EURLEX57K (test)

73.32Micro F1

8

Multi-label topic classification

EURLEX (test)

63.1Micro-F1

7

Document Classification

EURLEX57K Inverted (test)

72.44Micro F1

7

Text Classification

EURLEX EN

97.43Accuracy

5

XML classification

EURLEX-4.3K

88.204nDCG

5

XML classification

EURLEX-4K

77.868nDCG

5

EURLEX-4.3K

75.91nDCG@5

4

EURLEX-4K

59.7nDCG@5

4

Extreme Multi-label Classification

Eurlex-4K

12.7Inference Latency (ms)

4

Multi-label Classification

EURLEX

79.77Weighted F1

3

Extreme Multi-label Classification

Eurlex-4K (test)

64.65Precision @ 1

2

Popular tasks

Document Classification Extreme Multi-label Classification Retrieval XML classification Text Classification

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