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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
2D mask segmentationcomputer vision21Feb 18, 2026
Model Explainability Faithfulnessbio medicalcomputer vision21Feb 23, 2026
Driving Video Multi-Choice Question Answeringmultimodalcomputer vision21Feb 23, 2026
Paragraph Recognitioncomputer visionnlp21Feb 22, 2026
Face Namingcomputer vision21Feb 22, 2026
Nodule type classificationbio medicalcomputer vision21Feb 18, 2026
5-way few-shot action recognitioncomputer vision21Feb 24, 2026
XAI Attribution Map Evaluationcomputer vision21Feb 23, 2026
Image Warpingcomputer vision21Feb 22, 2026
Image Recoloringimage generation editingcomputer vision21Feb 22, 2026
Image Super-Resolution (x4)computer vision22May 26, 2026
Fine-Grained Vehicle Recognitioncomputer vision21Feb 18, 2026
Speech-driven gesture synthesisspeech audiocomputer vision21Feb 22, 2026
Neuro-trauma detectionbio medicalcomputer vision21Feb 18, 2026
Image-to-Imagecomputer visionimage generation editing21Feb 22, 2026
Fine-grained Groundingcomputer visionmultimodal22Mar 27, 2026
Primitive segmentation3d vision geometrycomputer vision21Feb 22, 2026
Color Image Deblurringcomputer vision21Feb 18, 2026
Language Groundingnlpcomputer vision22Mar 10, 2026
Video-level crowd countingcomputer vision21Feb 22, 2026
Image Predictioncomputer vision22Jun 30, 2026
Video Copy Detectioncomputer vision22Apr 24, 2026
4D Reconstruction and Depth Prediction3d vision geometrycomputer vision21Feb 22, 2026
Task Negationcomputer visionnlp23May 20, 2026
Human Part Parsingcomputer vision211Feb 19, 2026