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Papers Benchmarks Datasets Tasks

Reddit dataset and benchmarks – Page 7 · SOTA2 Research

Research Datasets

Reddit

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Graph Classification

REDDIT Binary (85/15 stratified train-test split)

78.45Accuracy

7

Response Selection

Reddit (test)

71.8R@1 (R100)

7

Marked Temporal Point Process

Reddit (test)

1.682NLL

7

Graph Clustering

Reddit

87.92NMI

6

Reddit

4.24HV

6

Sparse Principal Component Analysis

Reddit2000

2,543.924Objective Value

6

Sparse Principal Component Analysis

Reddit1500

1,200.663Objective Value

6

Stance Classification

Reddit dataset

74.08Accuracy

6

Reddit (test)

4.49Precision@5

6

Event Sequence Generation

Reddit-S

11.94Runtime (s)

6

Event Sequence Generation

Reddit C

6.13Runtime (s)

6

Graph Classification

REDDIT-BINARY (test)

92.4Accuracy (Clean)

6

Explaining event-based TGNNs

Reddit

-0.142Best FID+

6

Adversarial Bias Mitigation

Reddit-Dialogues

0.025Unattacked Avg |PS|

6

Explanation Cohesiveness

Reddit

0.057Cohesiveness

6

Dialogue Management

Reddit Casual

88Average Fluency

6

Topic Classification

Reddit (test)

0.842Accuracy

6

Masked Language Modeling

Reddit (test)

8.906Perplexity

6

Dialogue Summarization

Reddit (test)

24.8ROUGE-1

6

Node Classification

Reddit (inductive)

97.04Accuracy

6

Node Classification

Reddit

96.33Accuracy (0% Ptb)

6

Conjunctive Query Answering

Reddit queries (test)

76.4AUC

6

Node Classification

Reddit

17AUPRC

5

Web Task Completion

Reddit

93Accuracy

5

Web Agent Automation

Reddit

4.3End-to-end Latency (s)

5

Page 7 of 10

Popular tasks

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

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