Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Social dataset and benchmarks · SOTA2 Research

Research Datasets

Social

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Federated Graph Learning

Social Across-dataset

6.16Transmission Time

16

Named Entity Recognition

Social

31.02F1 Score

12

Social

0.112ARI

10

Cognitive Simulation

Social-R1

79Primary Metric

9

Identifying plausible explanations

δ-SOCIAL

86.2Accuracy

9

Federated Graph Classification

Social across-dataset setting

3Communication Rounds

8

Clarification Question Generation

δ-SOCIAL (test)

0.138Avg JSD

5

strengthener/weakener update generation

δ-SOCIAL (test)

14.18BLEU-4

3

Popular tasks

Clustering Named Entity Recognition Identifying plausible explanations strengthener/weakener update generation Clarification Question Generation

Follow for updates

Join SOTA2 Contact