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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
Quality Estimation Correlationnlp21Mar 12, 2026
Summarynlp22Feb 21, 2026
Offline rendering3d vision geometry22Feb 18, 2026
Mobile App Task Executionagents tool use21Mar 13, 2026
2D jellyfish movement controlrobotics embodied ai21Feb 18, 2026
Conversational Performancellm chat instructionnlp25Feb 18, 2026
Document-level Machine Translation (En -> Xx)nlp21Feb 18, 2026
Partial Shape Correspondence3d vision geometry21Feb 18, 2026
Video Reasoning Quality Assessmentcomputer visionnlp21Mar 12, 2026
Agent Task and Scenario Completionagents tool use21Mar 12, 2026
2D Dense Correspondencecomputer vision21Feb 18, 2026
Chat Performancellm chat instruction21Mar 12, 2026
Specification Generation in Geometry Formal Language3d vision geometrynlp21Feb 18, 2026
Constrained Goal Reachingrobotics embodied ai21Mar 12, 2026
Pupil detectioncomputer vision22Feb 18, 2026
Object reference gamecomputer visionnlp21Feb 18, 2026
Enhancer DNA generationbio medical21Feb 18, 2026
Perturbation Recoveryrobotics embodied ai22Jul 7, 2026
Grounded affordance predictionrobotics embodied aicomputer vision21Feb 18, 2026
Goal-achievement behavior naturalnessrobotics embodied ai21Feb 18, 2026
Continuous locomotion naturalnessrobotics embodied ai21Feb 18, 2026
Continuous Locomotionrobotics embodied ai21Feb 18, 2026
Grasp Handlerobotics embodied ai21Mar 12, 2026
Pinch Penrobotics embodied ai21Mar 12, 2026
In-context recallllm chat instructionnlp22May 14, 2026