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Tasks

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

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Tasks

TaskDomainBenchmarksPapersLast update
Task Affinity Predictioncomputer visionnlp21Feb 18, 2026
CAD alignmentcomputer vision3d vision geometry22Jun 18, 2026
Hierarchical Relationship Predictioncomputer vision21Feb 18, 2026
Brain Tumor Substructure Segmentationcomputer visionbio medical21Feb 25, 2026
Canonical Text Recognitioncomputer visionnlp21Feb 25, 2026
5-way 5-shot incremental learningcomputer visiontabular time series22Feb 18, 2026
Motion blur removalcomputer vision21Feb 18, 2026
eight-label knee injury predictionbio medicalcomputer vision21Feb 25, 2026
Human evaluation of garment reconstructioncomputer vision21Feb 25, 2026
Vestibular Schwannoma Segmentationbio medicalcomputer vision22Feb 18, 2026
Bounding-box alignmentcomputer vision21Feb 25, 2026
Single RGB frame reconstructioncomputer vision21Feb 25, 2026
Object affordance anticipationcomputer visionrobotics embodied ai22Feb 18, 2026
Object Affordancecomputer vision3d vision geometry22Feb 18, 2026
Spatial Relation3d vision geometrycomputer vision22May 20, 2026
Scene Sketch Segmentationcomputer vision21Feb 18, 2026
Action and State Classificationcomputer vision21Feb 18, 2026
Egocentric Hand-Object Segmentationcomputer vision21Feb 25, 2026
Novel Facial Expression Synthesisimage generation editingcomputer vision21Feb 18, 2026
Temporal Activity Localizationcomputer vision23Feb 25, 2026
Microstructural boundary reconstructioncomputer visionbio medical21Mar 6, 2026
Communication Successcomputer vision21Feb 18, 2026
Multi-label chest disease diagnosisbio medicalcomputer vision21Feb 18, 2026
Text misalignment heatmap predictioncomputer visionnlp21Feb 18, 2026
Hand-object segmentationcomputer vision21Feb 25, 2026