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Tasks for “image classification”

Explore the problems researchers are working on and the benchmarks used to measure progress.

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TaskDomainBenchmarksPapersLast update
Image Classification and Uncertainty Estimationcomputer vision21May 4, 2026
Privacy-Preserving Image Classificationcomputer visionadversarial safety security21Feb 18, 2026
Federated Few-shot Image Classificationcomputer visiontabular time series21May 28, 2026
Binary ECG image classificationcomputer visionbio medical21Jun 23, 2026
Few-shot cross-domain image classificationcomputer vision21Feb 27, 2026
20-way Few-Shot Image Classificationcomputer vision22Feb 27, 2026
Biological Image Classificationcomputer visionbio medical21Apr 30, 2026
Fundus Image Classificationcomputer visionbio medical21Feb 25, 2026
Pap Smear Image Classificationcomputer visionbio medical21Feb 18, 2026
Biomedical Image Classificationbio medicalcomputer vision24Apr 28, 2026
Generalized Zero-shot Image Classificationcomputer vision21May 7, 2026
Permuted Image Classificationcomputer vision21Feb 18, 2026
Open-world image classificationcomputer vision21Mar 4, 2026
5-way 3-shot Image Classificationcomputer vision21Feb 18, 2026
Neuromorphic Image Classificationcomputer vision23May 15, 2026
Natural Image Classificationcomputer vision21Feb 18, 2026
Personalized Federated Image Classificationcomputer visionllm chat instruction21Apr 23, 2026
Multilabel Image Classificationcomputer vision21Feb 18, 2026
Image Classification (Class Unlearning)computer vision21May 12, 2026
Cross-modal Image Classificationmultimodalcomputer vision11Feb 18, 2026
Image Classification (Label shift)computer vision11Feb 18, 2026
Image Classification (Training)computer vision11Feb 18, 2026
Dermatological Image Classificationcomputer visionbio medical11Jun 25, 2026
Image Classification (Wavy Hair)computer vision11Apr 21, 2026
3-way 5-shot image classificationcomputer vision11Feb 18, 2026