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Research

Tasks

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

58,155 tasksPage 1334 of 2,327

Tasks

TaskDomainBenchmarksPapersLast update
Pedagogical Dialogue Classificationnlpllm chat instruction11Feb 21, 2026
Parameter Extractionbio medicalnlp11Feb 21, 2026
Data Quality and Remediation Evaluationnlptabular time series11Feb 21, 2026
Metrics correlation with human judgmentnlp11Feb 18, 2026
Semantic Similarity Identificationnlp11Feb 21, 2026
Multi-agent planning in partially observable domainsrobotics embodied aigraph11Feb 21, 2026
Goal reasoningllm chat instruction11Mar 26, 2026
30-day global weather forecastingtabular time series11Mar 26, 2026
Multi-agent active information gatheringrobotics embodied aiagents tool use11Feb 21, 2026
Autonomous LLM Agent Verificationagents tool usellm chat instruction11Feb 21, 2026
Calibeatingmiscellaneous12May 13, 2026
Community Alignmentllm chat instruction11Feb 19, 2026
Agent Survival Analysisagents tool usetabular time series11Feb 21, 2026
Malicious Requestor Interaction Selectionadversarial safety securityllm chat instruction11Feb 21, 2026
Multi-Agent Clinical Evaluationagents tool usebio medical+111Feb 21, 2026
AIOps Incident Resolutiontabular time series11Feb 21, 2026
Security Research Analysisadversarial safety security11Feb 21, 2026
Facial Action Unit Classificationcomputer vision11Feb 18, 2026
Complex Definition Generationnlp11Feb 18, 2026
Calibration Testingtabular time series11Feb 18, 2026
Mixed traffic controlrobotics embodied ai11Feb 21, 2026
Traffic Signal Control Fairnessrobotics embodied aitabular time series11Feb 21, 2026
Video-based generative performance benchmarkingvideo generation editing11Feb 18, 2026
Traffic Signal Control Safety Evaluationrobotics embodied aitabular time series11Feb 21, 2026
Adaptive Routing and Traffic Flow Managementrobotics embodied aitabular time series11Feb 21, 2026