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Papers Benchmarks Datasets Tasks

German dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

German

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

german

29.9CER

7

Multi-view Classification

German

78.76Precision

7

Multi-view Classification

German UCI (test)

100Recall

7

Binary Classification

german LIBSVM (test)

0.799AUC

7

Multi-label classification

German

57.43Accuracy

6

german dataset

79.3ACC

6

Multilingual Language Understanding

German

55.7Average Performance

6

Named Entity Recognition

German (de) (test)

75.33F1 Score

6

Tabular Classification

GERMAN

77.2Accuracy

5

Fairness-aware Classification

German sex (test)

67.2Accuracy

5

Pairwise Learning

german (test)

0.799Avg AUC

5

Language Modeling

German DE (test)

206Perplexity

5

Multimodal topic modeling

German

0.861NPMI

4

Clustering validity

German

33.37Calinski-Harabasz Score (Visual)

4

SHAP value computation

German (test)

9Median Runtime (s)

4

SHAP value calculation

German

9Median Runtime (s)

4

Algorithmic Recourse

GERMAN

77.1Accuracy

4

Binary Classification

German

74.8Accuracy

4

German

81AUC

4

Binary Classification

German (test)

59.2Macro F1-score

4

German De

84.3Span Score

4

German unseen languages

6.21WER

3

Sequential Decision Making

German tail mean over the last 200 iterations

0.455Reward

3

Constrained Online Selection

German ε = 0.02, a ∈ [0.30, 0.99] (steady-state)

0.466Oracle Reward

3

Counterfactual Explanation

German Data-supported

1Retrain Robustness (R)

3

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Popular tasks

Classification Binary Classification Language Modeling Node Classification Named Entity Recognition

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