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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
Scene-based Audio Classificationspeech audiocomputer vision21Feb 18, 2026
SDB segmentationcomputer vision21Feb 18, 2026
Roadside LiDAR Background Subtractioncomputer vision3d vision geometry21Feb 22, 2026
Lipreading (Phrases)speech audiocomputer vision21Feb 18, 2026
Customized few-shot classificationcomputer visionnlp21Feb 18, 2026
search green boxesrobotics embodied aicomputer vision22Apr 14, 2026
Vision-Language Captioningmultimodalcomputer vision+121Feb 22, 2026
Lipreading (Words)speech audiocomputer vision21Feb 18, 2026
Teachable Object Recognitioncomputer vision21Feb 18, 2026
Context Understandingnlpcomputer vision21Feb 18, 2026
Photo-to-sketch retrievalcomputer visionretrieval search rag21Feb 18, 2026
Binary few-shot classificationcomputer visionnlp+121Feb 18, 2026
Explainability Accuracycomputer visionnlp21Feb 18, 2026
Video Saliency and Highlight Detectioncomputer vision21Feb 22, 2026
Vision-Intensive Perceptioncomputer vision22Feb 20, 2026
Truthful data submission evaluationcomputer vision21Feb 22, 2026
Translation and Rotation Predictioncomputer vision21Feb 18, 2026
Occupant Countingcomputer vision21Feb 27, 2026
Building Countingcomputer vision21Feb 27, 2026
Building count estimationcomputer vision21Feb 27, 2026
Dwelling Countingcomputer vision21Feb 27, 2026
Normal/Abnormal Classificationbio medicalcomputer vision22Mar 20, 2026
Two-view breast cancer classificationbio medicalcomputer vision22Feb 18, 2026
Color Constancy Index modelingcomputer vision21Feb 22, 2026
Paragraph-level Handwriting Recognitioncomputer visionnlp21Feb 18, 2026