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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
Fast MRI Reconstructionbio medicalcomputer vision21Feb 18, 2026
Anomaly Categorizationcomputer vision21Feb 18, 2026
Language-Guided Single Affordance Segmentationcomputer visionnlp21Feb 18, 2026
Image Warpingcomputer vision21Feb 22, 2026
Action-conditioned Motion Generationrobotics embodied aicomputer vision22Feb 18, 2026
Video Scene Graph Classification (SGCLS)computer visionmultimodal21Feb 18, 2026
Backward Visual Navigation (To Start)robotics embodied aicomputer vision21Feb 24, 2026
XAI Attribution Map Evaluationcomputer vision21Feb 23, 2026
Face Namingcomputer vision21Feb 22, 2026
Multi-garment virtual try-onimage generation editingcomputer vision22Feb 18, 2026
Visual Instruction Generationmultimodalcomputer vision+121Feb 18, 2026
Blind Video Denoisingcomputer vision21Feb 18, 2026
Category-level 6D Pose and Size Estimation3d vision geometrycomputer vision21Feb 22, 2026
Image-to-Imagecomputer visionimage generation editing21Feb 22, 2026
Speech-driven gesture synthesisspeech audiocomputer vision21Feb 22, 2026
Video-level crowd countingcomputer vision21Feb 22, 2026
Fine-grained Groundingcomputer visionmultimodal22Mar 27, 2026
Primitive segmentation3d vision geometrycomputer vision21Feb 22, 2026
Language Groundingnlpcomputer vision22Mar 10, 2026
4D Reconstruction and Depth Prediction3d vision geometrycomputer vision21Feb 22, 2026
Sparse-view Human Reconstruction3d vision geometrycomputer vision21Feb 18, 2026
Distance Query3d vision geometrycomputer vision21Feb 18, 2026
Flake Detectioncomputer vision21Feb 22, 2026
Gray-scale image denoisingcomputer vision25Feb 22, 2026
Instance Shadow Detectioncomputer vision21Feb 18, 2026