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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
Fine-grained Data Attributioncomputer visionnlp21Feb 23, 2026
Body Part Abnormality Detectioncomputer vision21Feb 27, 2026
Annotationcomputer vision22Jun 2, 2026
Transparent Object Segmentationcomputer vision21Feb 18, 2026
Polyp Image Segmentationcomputer vision23May 18, 2026
Object Counting and Detectioncomputer vision21Feb 18, 2026
Video Surface Normal Estimation3d vision geometrycomputer vision26Jun 30, 2026
Shapecomputer vision3d vision geometry21Feb 18, 2026
Semantic-based Part Segmentation3d vision geometrycomputer vision21Feb 18, 2026
Grayscale image JPEG compression artifact removalcomputer vision21Feb 18, 2026
Model Explainability Faithfulnessbio medicalcomputer vision21Feb 23, 2026
Driving Video Multi-Choice Question Answeringmultimodalcomputer vision21Feb 23, 2026
Mobility-based Part Segmentationcomputer vision21Feb 18, 2026
Color Image JPEG Compression Artifact Removalcomputer vision21Feb 18, 2026
Static Reconstruction with Dynamic Suppression3d vision geometrycomputer vision21Mar 25, 2026
Correspondence Trackingcomputer vision22Mar 27, 2026
Burst Low-Light Image Enhancementcomputer vision22Feb 18, 2026
Single RGB frame reconstructioncomputer vision21Feb 25, 2026
Any-Point Visual Navigationrobotics embodied aicomputer vision21Feb 24, 2026
HER2 status classificationbio medicalcomputer vision23Apr 20, 2026
Human Texture Reconstruction3d vision geometrycomputer vision22Mar 6, 2026
Unsupervised Representation Learningcomputer vision3d vision geometry21Feb 18, 2026
Region-level instance understandingcomputer visionnlp21Feb 18, 2026
Abstract Visual Reasoning Segmentationcomputer visionnlp21Feb 18, 2026
Category-level 6D Pose and Size Estimation3d vision geometrycomputer vision21Feb 22, 2026