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AG dataset and benchmarks · SOTA2 Research

Research Datasets

AG

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Textual Adversarial Attack

AG

7.5Attack Success Rate (ASR)

27

Text Classification

AG

95.5Accuracy

23

Predicate Classification

AG dataset

61mR@10

11

Text Classification

AG (test)

0.045Test Error Rate

9

Sentiment Analysis

AG (test)

92.5Accuracy

8

Text Classification

AG (test)

2.46Params (M)

7

Text Classification

AG (train)

1Training Time (h)

6

Faithfulness Diagnosticity

AG (test)

64.9Diagnosticity

4

Popular tasks

Text Classification Sentiment Analysis Predicate Classification Faithfulness Diagnosticity Textual Adversarial Attack

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