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Papers Benchmarks Datasets Tasks

Reddit dataset and benchmarks – Page 3 · SOTA2 Research

Research Datasets

Reddit

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Graph Classification

REDDIT-B Social (10-fold cross-validation)

92.4Accuracy

18

Node Classification

Reddit

1.438Avg Runtime (ms)

18

Node classification

Reddit Language GE-EN transfer scenarios

60.77Transfer Performance (GE -> EN)

17

Graph Classification

REDDIT MULTI

50.1Accuracy

17

Reddit V2 (test)

13.69Recall@5

16

Graph Continual Learning

Reddit (test)

99.5AA

16

Graph Classification

REDDIT-5K (10-fold cross val)

59.5Accuracy

16

Extractive Question Answering

Reddit (test)

65.93EM

16

Reddit

6.7Success Rate (SR)

15

Anomaly Detection

Reddit

72.77AUROC

15

Opinion Diversity Coverage

Reddit

64Coverage

15

Temporal Link Prediction

Reddit-body

39.06MRR

14

Cross-model clustering

Reddit

67.1V-measure

14

Binary-class Edge Classification

Reddit (test)

79.5Balanced Accuracy

14

Membership Inference Attack

Reddit

0.836AUC

14

Node Classification

Reddit

70Accuracy

14

Temporal Link Prediction

Reddit DGB

99.66AP

13

Graph-level Anomaly Detection

REDDIT-B

43.12FPR95

13

Inductive Link Prediction

Reddit

99.79AUC-ROC

13

Node Classification

Reddit-M MAGB

85.03Accuracy

13

Node Classification

Reddit-S MAGB

95.93Accuracy

13

Node-level Anomaly Detection

Reddit

56.7F1-macro

13

Edge Anomaly Detection

Reddit

5.82AUPRC

13

Node Anomaly Detection

Reddit

9.73AUPRC

13

Event Sequence Forecasting

Reddit-S (test)

0.04Wasserstein Distance

13

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Popular tasks

Node Classification Graph Classification Link Prediction Graph Anomaly Detection Dynamic Link Prediction

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