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Papers Benchmarks Datasets Tasks

Bitcoin-OTC dataset and benchmarks · SOTA2 Research

Research Datasets

Bitcoin-OTC

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Link Sign Prediction

Bitcoin-OTC

92AUC

43

Anomaly Detection

Bitcoin-OTC

0.829AUC

18

Node clustering

Bitcoin-OTC

0.771SSI

18

Dynamic Link Prediction

Bitcoin-OTC (Live-update)

0.551MRR

15

Temporal Link Prediction

Bitcoin-OTC

20.04MRR

14

Link Stealing Attack

Bitcoin-OTC

0.727AUC

12

Trust Fraud Detection

Bitcoin-OTC

100Mean AUC-ROC

10

Dynamic Link Prediction

Bitcoin-OTC fixed-split

0.83MRR

10

Link sign prediction

Bitcoin-otc (test)

90.7AUC

10

Link Sign Prediction

Bitcoin-OTC

93.1F1 (micro)

10

Edge Classification

Bitcoin OTC

97.96PR-AUC

6

Anomaly Recognition

Bitcoin OTC

0.772ROC-AUC

5

Snapshot-based TGNN Explanation

Bitcoin-OTC

0.89Best FID+

2

Popular tasks

Link Sign Prediction Dynamic Link Prediction Anomaly Detection Node Clustering Edge classification

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