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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
Pupil detectioncomputer vision22Feb 18, 2026
Object reference gamecomputer visionnlp21Feb 18, 2026
Enhancer DNA generationbio medical21Feb 18, 2026
Video Reasoning Quality Assessmentcomputer visionnlp21Mar 12, 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
Cross-subject EEG classificationbio medicaltabular time series21Mar 12, 2026
Agent Task and Scenario Completionagents tool use21Mar 12, 2026
In-context recallllm chat instructionnlp22May 14, 2026
Fair Recommendationretrieval search rag21Feb 18, 2026
Chat Performancellm chat instruction21Mar 12, 2026
3D-aware Portrait Synthesis3d vision geometryimage generation editing21Feb 18, 2026
Branching Accuracyllm chat instruction21Feb 18, 2026
Learning-to-branchmiscellaneous21Feb 18, 2026
Intrinsic Dimensionality Estimationtabular time series21Mar 12, 2026
Instance Searchcomputer visionretrieval search rag21Feb 18, 2026
Survival time predictiontabular time seriesbio medical21Feb 18, 2026
Grasp Handlerobotics embodied ai21Mar 12, 2026
Pinch Penrobotics embodied ai21Mar 12, 2026
Perturbation Recoveryrobotics embodied ai22Jul 7, 2026
Move Cardrobotics embodied ai21Mar 12, 2026
Sequential Instruction Understandingllm chat instructionnlp21Feb 18, 2026
Mug on Platerobotics embodied ai22Jun 23, 2026