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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
Human Pose Trackingcomputer vision23Feb 18, 2026
Tangram puzzle solving (Translation)computer visionrobotics embodied ai21Feb 21, 2026
Semantic Placementcomputer visionimage generation editing21Feb 18, 2026
3D OCT-A Segmentation3d vision geometrybio medical+121Feb 18, 2026
Human Motion Clusteringcomputer vision21Feb 21, 2026
Facial Alignmentcomputer vision21Feb 18, 2026
Fine-grained concept separationcomputer visionnlp21Feb 18, 2026
Open-set object recognitioncomputer vision21Feb 18, 2026
Paragraph Captioningcomputer visionnlp22Feb 18, 2026
Source Count Estimationcomputer vision21Feb 21, 2026
Text-to-Thermal Retrieval (via Vision pivot)computer visionnlp+121Feb 20, 2026
Thermal-to-Text Retrieval (via Vision pivot)computer visionnlp+121Feb 20, 2026
Text-to-Depth Retrieval (via Vision pivot)computer visionnlp21Feb 20, 2026
Text-to-Depth Retrievalcomputer visionnlp21Feb 20, 2026
VLM Inference Latencymultimodalcomputer vision21Feb 18, 2026
Image-to-image matchingcomputer vision21Feb 18, 2026
Multi-person Pose Forecastingcomputer vision21Feb 18, 2026
Photographic Image Adjustmentimage generation editingcomputer vision21Feb 18, 2026
Emergent modality binding (vi -> te -> au)multimodalcomputer vision+221Feb 20, 2026
Uncertainty Rank Consistencycomputer visiontabular time series21Feb 20, 2026
End-to-Endcomputer vision23Feb 18, 2026
Animal species (186 classes). Domains: 324 camera locations.computer vision24Feb 18, 2026
leaf/wood segmentationcomputer vision22Jul 9, 2026
Infrastructure classificationcomputer vision22Feb 18, 2026
Behaviour Recognitioncomputer vision21Feb 18, 2026