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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
Paragraph Recognitioncomputer visionnlp21Feb 22, 2026
Image Warpingcomputer vision21Feb 22, 2026
Image Recoloringimage generation editingcomputer vision21Feb 22, 2026
Driving Video Multi-Choice Question Answeringmultimodalcomputer vision21Feb 23, 2026
Face Namingcomputer vision21Feb 22, 2026
Nuclear Classificationbio medicalcomputer vision21Feb 18, 2026
Dynamic Object Segmentationcomputer vision22Jun 2, 2026
5-way few-shot action recognitioncomputer vision21Feb 24, 2026
Model Explainability Faithfulnessbio medicalcomputer vision21Feb 23, 2026
EEG-to-fMRI Synthesisbio medicalcomputer vision21Feb 18, 2026
Rolling Shutter Global Reset (RSGR) Correctioncomputer vision21Feb 18, 2026
Artery/Vein Classificationbio medicalcomputer vision21Feb 18, 2026
Category-level 6D Pose and Size Estimation3d vision geometrycomputer vision21Feb 22, 2026
Biomedical Image Classificationbio medicalcomputer vision24Apr 28, 2026
Patch-level localizationcomputer vision22Jun 2, 2026
Speech-driven gesture synthesisspeech audiocomputer vision21Feb 22, 2026
Collaborative Human Motion Predictioncomputer vision21Feb 18, 2026
Visual Question Answering (Q -> A)multimodalcomputer vision+121Feb 18, 2026
NSFW Classificationcomputer vision21Feb 18, 2026
Image-to-Imagecomputer visionimage generation editing21Feb 22, 2026
Time-Aligned Cooperative Object Detectioncomputer vision21Feb 18, 2026
Video-level crowd countingcomputer vision21Feb 22, 2026
Language Groundingnlpcomputer vision22Mar 10, 2026
Primitive segmentation3d vision geometrycomputer vision21Feb 22, 2026
FBP-UNet Reconstructionbio medicalcomputer vision21Feb 18, 2026