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SOTA2 Research · tasks

Tasks

Explore the problems researchers are working on and the benchmarks used to measure progress.

Tasks

58,155 indexed
Task NameDomainBenchmarksPapersLast Update
Text Membership Inference Attackadversarial safety securitynlp21Feb 18, 2026
Image Membership Inference Attackadversarial safety securitycomputer vision23May 19, 2026
Sentiment Review Generationnlp21Feb 18, 2026
CloseDrawerrobotics embodied ai22Jun 23, 2026
Quantity Taggingnlp21Feb 18, 2026
Offline Policy Selectiontabular time series22Apr 28, 2026
Ontology Learningnlp21Feb 18, 2026
Speaker Fine-tuningspeech audio21Mar 12, 2026
Rigid Flow Predictioncomputer vision21Feb 18, 2026
Spatial Video Super-Resolutioncomputer vision21Feb 18, 2026
Cross-subject EEG classificationbio medicaltabular time series21Mar 12, 2026
Machine Translation (En-Zh)nlp21Feb 18, 2026
Quality Estimation Correlationnlp21Mar 12, 2026
LLM Agent Task Completionagents tool usellm chat instruction22Jun 4, 2026
Multiple-choice Audio Question Answeringspeech audionlp21Feb 18, 2026
Implicit discourse relation predictionnlp21Feb 18, 2026
Trojan Trigger Recoveryadversarial safety security21Feb 18, 2026
Tabular synthetic data generation fidelitytabular time series21Feb 18, 2026
Video Reasoning Quality Assessmentcomputer visionnlp21Mar 12, 2026
Next-frame video predictionvideo generation editing21Feb 18, 2026
High-dimensional regressiontabular time series22Apr 13, 2026
Summarynlp22Feb 21, 2026
Offline rendering3d vision geometry22Feb 18, 2026
Agent Task and Scenario Completionagents tool use21Mar 12, 2026
2D jellyfish movement controlrobotics embodied ai21Feb 18, 2026