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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
Gray-scale image denoisingcomputer vision25Feb 22, 2026
Instance Shadow Detectioncomputer vision21Feb 18, 2026
Image Recoloringimage generation editingcomputer vision21Feb 22, 2026
Image Warpingcomputer vision21Feb 22, 2026
Image Super-Resolution (x4)computer vision22May 26, 2026
Driving Video Multi-Choice Question Answeringmultimodalcomputer vision21Feb 23, 2026
Face Namingcomputer vision21Feb 22, 2026
Lip-reading Classificationspeech audiocomputer vision26Feb 18, 2026
Dense Anomaly Detectioncomputer visiontabular time series22Feb 18, 2026
Video Instance Parsingcomputer vision22Feb 22, 2026
Category-level 6D Pose and Size Estimation3d vision geometrycomputer vision21Feb 22, 2026
Coarse-grained attribute bindingcomputer vision21Feb 18, 2026
Model Explainability Faithfulnessbio medicalcomputer vision21Feb 23, 2026
Fine-grained attribute bindingcomputer visionmultimodal21Feb 18, 2026
Mask Probingcomputer vision22Feb 18, 2026
Unified Anomaly Detectioncomputer visiontabular time series23Mar 25, 2026
Speech-driven gesture synthesisspeech audiocomputer vision21Feb 22, 2026
Neural Steganographycomputer vision21Feb 18, 2026
Representation Space Quality Evaluationcomputer vision21Feb 18, 2026
Fine-grained Groundingcomputer visionmultimodal22Mar 27, 2026
Image Object Co-segmentationcomputer vision22Feb 18, 2026
Video-level crowd countingcomputer vision21Feb 22, 2026
Language Groundingnlpcomputer vision22Mar 10, 2026
Image-to-Imagecomputer visionimage generation editing21Feb 22, 2026
Primitive segmentation3d vision geometrycomputer vision21Feb 22, 2026