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Papers Benchmarks Datasets Tasks

Reddit dataset and benchmarks – Page 4 · SOTA2 Research

Research Datasets

Reddit

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Event Sequence Forecasting

Reddit-C (test)

0.01Wasserstein distance

13

Link Prediction

Reddit

64.2AUC

12

Text-to-Image Retrieval

RedditS

99.89MRR

12

Graph Classification

REDDIT-M

57.5Accuracy

12

Sequential Recommendation

Reddit

33.74HR@5

12

Membership Inference Attack

Reddit (test)

78.5AUC (PPL)

12

Next word prediction

Reddit

35.9Accuracy

12

Distributional and Semantic Similarity Evaluation

Reddit

0.06FID

12

Lexical Diversity

Reddit

61Self-BLEU

12

Graph Class-Incremental Learning

Reddit

99.2AA Accuracy

12

Summarization Faithfulness

Reddit

33.77SummaC Score

12

Abstractive Summarization

Reddit sampled (test)

14.82ROUGE Score

12

Reddit (test)

18.72ROUGE Score

12

Faithfulness Evaluation

Reddit (test)

34.39SummaC

12

Graph similarity ranking

REDDIT12K

0.657Kendall's Tau

12

Node classification

Reddit

0.717Mean Accuracy

11

Event count prediction

Reddit-S (test)

0.16MARE

11

Unconditional generation of event sequences

Reddit-S (test)

0.4MMD

11

Link Prediction

Reddit

90.73Accuracy

11

Sarcasm Detection

Reddit

73.8Accuracy

11

Response Selection

Reddit SC (test)

181.8Perplexity@Top-1

11

Response Selection

Reddit MC (test)

194.8Perplexity@1

11

Graph Classification

REDDIT BINARY (10-fold cross-validation)

92.6Accuracy

11

Graph Classification

REDDIT-12K (test)

48.7Accuracy

11

Graph Classification

REDDIT 5-shot

75.18F1 Score

10

Page 4 of 10

Popular tasks

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

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