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DICES dataset and benchmarks · SOTA2 Research

Research Datasets

DICES

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Performance Estimation

DICES

0MAE

136

Population property estimation

DICES

0.001Bias (MAE)

92

Perspectivist Classification

DICES 3-class annotator-level

73.37Accuracy

7

Toxicity Classification

DICES 3-class (item-level)

67.79Accuracy (Acc)

3

Sociocultural clustering

DICES-990 Ordinal

75Overall AUC

3

Popular tasks

Toxicity Classification Sociocultural clustering Performance Estimation Population property estimation Perspectivist Classification

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