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Papers Benchmarks Datasets Tasks

Weibo dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

Weibo

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Named Entity Recognition

Weibo WB (test)

69.8F1 Score

9

Multimodal Fake News Detection

Weibo 17

93.5Accuracy

8

Popularity Prediction

Weibo time-ordered

1.475MSLE

7

Multimodal Fake News Detection

Weibo 21

95.5Accuracy

7

Sentiment Analysis

Weibo 12

84F1

7

Topic Clustering

Weibo 12

0.76ARI

7

Multimodal Rumor Detection

Weibo

94.9Accuracy

7

Named Entity Recognition

Weibo (dev)

70.83F1 Score

7

Named Entity Recognition

Weibo

6.1Throughput (sentences/s)

7

Sentence Matching

Weibo (test)

61.95Precision@1

7

Motor Imagery Classification

Weibo 2014 (test)

51.7F1 Score

6

Named Entity Recognition

Weibo zh

42.29Mention-level F1 Score

6

Short-text Generation

Weibo (test)

12.94F1 Score

6

Short-text generation

Weibo

3.39Informativeness

6

Fake news detection

Weibo Average 2020

87.54macF1

6

Fake news detection

Weibo 2020 Q4

87.8macF1

6

Fake news detection

Weibo 2020 Q3

88.21macF1

6

Fake news detection

Weibo 2020 Q2

90.13Macro F1

6

Fake news detection

Weibo 2020 Q1

84.02macF1

6

Social Media Text Summarization

Weibo (test)

30.33ROUGE-1

6

Multimodal Fake News Detection

Weibo 100 samples supervision budget

94.29Macro F1 (Multimodal)

5

Multimodal Fake News Detection

Weibo

94Accuracy

4

Edge-to-Node Transfer

Weibo

94.29F1-macro

4

Node-to-Edge Transfer

Weibo

0.944F1-macro

4

Edge-to-Node Zero-shot Anomaly Detection

Weibo

95.57AUPRC

4

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Popular tasks

Fake News Detection Named Entity Recognition Graph Anomaly Detection Multimodal Fake News Detection Anomaly Detection

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