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Papers Benchmarks Datasets Tasks

Questions dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

Questions

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Node-to-Edge Transfer

Questions

55.81F1-macro

4

Edge-to-Node Zero-shot Anomaly Detection

Questions

6.76AUPRC

4

Node-to-Edge Zero-shot Anomaly Detection

Questions

13.89AUPRC

4

Graph Anomaly Detection

Questions E → N v1

65.37AUROC

4

Graph Anomaly Detection

Questions N → E v1

0.71AUROC

4

Edge Anomaly Detection

Questions

27.83AUPRC

3

Node Anomaly Detection

Questions

0.174AUPRC

3

Questions

0.011Mean NMI

2

Node Classification

Questions overlapping subgraph partitioning (50 Clients)

65.84AUC

2

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Popular tasks

Node Classification Graph Anomaly Detection Retrieval Node-level Anomaly Detection Edge-level Anomaly Detection

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