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Papers Benchmarks Datasets Tasks

LIAR dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

LIAR

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Explanation Quality Evaluation

LIAR-RAW (test)

1.53ChatGPT Meaningfulness Score

7

Explainable Fake News Detection

LIAR RAW

1.85Misleadingness

7

LIAR labeled holdout (test)

64.1AUPC

7

Veracity Classification

LIAR n=5,000 (5-fold CV)

100AUC

5

Explanation Generation

LIAR

97.3Politeness

4

Automated Fact-Checking

LIAR-PLUS

67Accuracy

3

Text Anomaly Detection

Liar2

0.294AUPRC

3

Binary classification

LIAR (test)

67.73Accuracy

3

Autonomous Research Paper Generation

LIAR

71ChatGPT Score

2

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Popular tasks

Fact Checking Adversarial Attack Binary Classification Fake News Detection Explanation Generation

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