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Bitcoin-Alpha dataset and benchmarks · SOTA2 Research

Research Datasets

Bitcoin-Alpha

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Signed Link Prediction

Bitcoin-Alpha (test)

0.973F1 Score

21

Anomaly Detection

Bitcoin-Alpha

92.7AUC-ROC

20

Node clustering

Bitcoin-Alpha

67.07SSI

18

Temporal Link Prediction

Bitcoin-Alpha

94.73AUROC

14

Temporal Link Prediction

Bitcoin-Alpha

17.32MRR

14

Anomaly Detection

Bitcoin-Alpha

0.982AUC (1% Anomaly Injection)

12

Link Stealing Attack

Bitcoin-Alpha

0.751AUC

12

Dynamic Link Prediction

Bitcoin-Alpha fixed-split

77.3MRR

10

Edge Classification

Bitcoin Alpha

0.97PR-AUC

6

Temporal Link Prediction

Bitcoin-Alpha (test)

82AP

5

Anomaly Recognition

Bitcoin Alpha

0.769ROC-AUC

5

TGNN Explanation Cohesiveness

Bitcoin-Alpha

-2.833Cohesiveness

2

Snapshot-based TGNN Explanation

Bitcoin-Alpha

0.624Best FID+

2

Popular tasks

Temporal Link Prediction Anomaly Detection Signed Link Prediction Node Clustering Edge classification

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