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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
Visual Abductive Reasoningcomputer visionnlp21Feb 20, 2026
All-Weather Image Restorationcomputer vision21Feb 20, 2026
multi-class renal anomaly classificationbio medicalcomputer vision21Feb 21, 2026
Tiny Object Detectioncomputer vision22Feb 27, 2026
Body Mass Estimationcomputer vision21Feb 21, 2026
Prostate MRI and histopathology image registrationcomputer visionbio medical21Feb 18, 2026
Object Resizecomputer vision21Feb 20, 2026
Placenta Accreta Spectrum (PAS) Detectionbio medicalcomputer vision21Feb 21, 2026
Distortion Correctioncomputer vision21Feb 21, 2026
Flood Inundation Mappingcomputer vision21Feb 20, 2026
Robust Watermarkingcomputer vision22May 26, 2026
Knee Osteoarthritis Severity Gradingbio medicalcomputer vision22Apr 28, 2026
Automatic Visual Speech Recognitionspeech audiocomputer vision21Feb 18, 2026
Continual Concept Learningcomputer visionnlp22Feb 21, 2026
Talking Head Reenactmentcomputer visionimage generation editing21Feb 20, 2026
Facial Image Quality Assessmentcomputer vision21Feb 21, 2026
Egocentric visual attention predictioncomputer vision21Feb 20, 2026
Boundary Trackingcomputer vision21Feb 21, 2026
Scene Detectioncomputer vision22Feb 22, 2026
CAD classificationcomputer vision21Feb 21, 2026
ROI Image Compressioncomputer vision21Feb 21, 2026
Audio Localizationspeech audiocomputer vision21Feb 21, 2026
JPEG artifacts removalcomputer visionimage generation editing22Feb 18, 2026
Deepfake Localizationcomputer visionadversarial safety security22Apr 28, 2026
Open-Set Domain Adaptation Semantic Segmentationcomputer vision21Feb 20, 2026