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Papers Benchmarks Datasets Tasks

Reddit dataset and benchmarks – Page 9 · SOTA2 Research

Research Datasets

Reddit

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Edge-to-Node Zero-shot Anomaly Detection

Reddit

5.44AUPRC

4

Node-to-Edge Zero-shot Anomaly Detection

Reddit

3.89AUPRC

4

Graph Anomaly Detection

Reddit E → N v1

0.595AUROC

4

Graph Anomaly Detection

Reddit N → E v1

0.597AUROC

4

REDDIT-M-5K (test)

787.48Avg Cut Size

4

REDDIT-M-12K (test)

568.91Avg Cut Size

4

Gender-fair rewriting

Reddit (test)

0.4Tokenised WER

4

Binary Classification

Reddit (test)

70.1F1 Score

4

Binary Classification

Reddit (dev)

69.6F1 Score

4

Dialogue Response Generation

Reddit (test)

40Precision

4

Human Turing Test

Reddit

52Win Rate vs GT

3

Graph Structural Property Matching

REDDIT

-0.95Deviation (%)

3

Reddit-M

65.26NMI

3

Reddit

4.4Peak Memory Usage (GB)

3

Support and Disclosure Prediction

Reddit 'Get it #OffMyChest' (test)

85.55Accuracy

3

Graph Classification

REDDIT-12K

52Runtime (s)

3

Graph Classification

REDDIT-5K

16Runtime (s)

3

Node Classification

Reddit (public)

94.89Overall Accuracy

2

Preference Prediction

Reddit

10Number of Significant Features (S)

2

Snapshot-based TGNN Explanation

Reddit-Binary

-0.072Best FID+

2

Hierarchical Agglomerative Clustering

reddit

38ARI

2

reddit

0.521AMI

2

Question Answering Utility Evaluation

Reddit (test)

0.8GPT-4 Score

2

Event Forecasting

Reddit

0.31NLL

2

Abstractive Conversation Summarization

Reddit (randomly selected 25 examples)

3.47Relevance

2

Page 9 of 10

Popular tasks

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

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