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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
OOD Quality Estimationnlp21Feb 18, 2026
Multi-Agent Locomotionrobotics embodied ai21Mar 13, 2026
Text-to-Trajectoryrobotics embodied ainlp21Mar 13, 2026
Offline OOD Detectiontabular time series21Feb 18, 2026
Segment Classificationcomputer vision21Feb 18, 2026
Indoor Object Detectioncomputer vision22Feb 18, 2026
Board state reconstructioncomputer visionnlp21Feb 18, 2026
Graph-Clear Problemgraph21Mar 13, 2026
Simple Assembly Line Balancing Problemmiscellaneous21Mar 13, 2026
Dual-arm motion planningrobotics embodied ai21Mar 13, 2026
Two-stage Stochastic Programmingmiscellaneous21Feb 18, 2026
Fold clothesrobotics embodied ai22Mar 17, 2026
Social Norm Dialogue Generationllm chat instruction21Mar 13, 2026
Rationale Plausibilitybio medicalnlp21Mar 13, 2026
Domain Deep Research Tool Useagents tool useretrieval search rag21Mar 13, 2026
Web-based Reasoningagents tool usellm chat instruction22Jun 18, 2026
Model Parsingnlp21Feb 18, 2026
Spoken Named Entity Recognitionspeech audionlp21Feb 18, 2026
Addition reasoningllm chat instructionnlp21Feb 18, 2026
Multitemporal Super-Resolutioncomputer vision21Feb 18, 2026
Mobile agent task completionagents tool userobotics embodied ai23Jun 19, 2026
Action & Motion Recognitioncomputer vision21Mar 13, 2026
Mobile App Task Executionagents tool use21Mar 13, 2026
Maximum reasoningllm chat instruction21Feb 18, 2026
Drug-cell response classificationbio medicaltabular time series21Mar 13, 2026