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Papers Benchmarks Datasets Tasks

news dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

news

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Misclassification Detection

News

88.8ROC-AUC (Misclassification Detection)

10

Tabular Data Synthesis

News

1Rank

10

Named Entity Recognition

News (test)

80.86F1 Score

10

Retrieval Question Answering

News in-domain

46.6MRR

10

Pairwise correlation alignment

News

1.34Pairwise Correlation Alignment Error

9

Synthetic Data Generation

News

0.979C2ST

9

Treatment-response curve estimation

News (test)

1.49Mean MISE

9

Tabular Data Generation

News

43.1Beta Recall

9

Tabular Data Generation

News

98.24alpha-PRECISION

9

Tabular Data Privacy Evaluation

News

0DCR-005

9

Tabular Data Generation

News

99.52NMIS

9

Tabular Data Generation

News

0.984TREND Score

9

Tabular Data Generation

News

0.996C2ST (LR)

9

Tabular Data Generation

News

0.994SHAPE Score

9

News

93.87Macro Precision

9

News (test)

0.523Average Inference Time (s)

9

Hierarchical Agglomerative Clustering

news

0.627AMI

9

news

47ARI

9

Scientific Text Simplification

News

4.61d-BLEU

9

Document Retrieval

news EN

49.06NDCG@10

8

Text Classification

News FTC-metadataset mini 10%

99.07AUROC

8

Text Classification

News FTC-metadataset full

0.984AURAC

8

Text Classification

News FTC-metadataset full

0.142NLL

8

Text Classification

News FTC-metadataset full

1.223Average Prediction Set Size

8

News (test)

9.59NDCG@20

8

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Popular tasks

Text Classification Tabular Data Generation Machine Translation Classification Tabular Data Synthesis

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