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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
Medical image classification (Histopathology)bio medicalcomputer vision12Apr 8, 2026
Medical image classification (Retina)computer visionbio medical11Apr 8, 2026
Medical image classification (Skin)computer visionbio medical12Apr 8, 2026
Generalized Few-Shot Image Classificationcomputer vision11Feb 18, 2026
Microscopy Image Classificationcomputer vision11May 21, 2026
Dermatological Image Classificationcomputer visionbio medical11Jun 25, 2026
Cell-level Histopathological Image Classificationcomputer visionbio medical11Mar 5, 2026
Group-robust Image Classificationcomputer vision11Jun 23, 2026
Handwriting image classificationcomputer vision11Feb 18, 2026
N-way K-shot Image Classificationcomputer vision11Feb 18, 2026
2D image classificationcomputer vision11Feb 18, 2026
High-Spectral Image Classificationcomputer vision11Feb 20, 2026
Open vocabulary image classificationcomputer visionnlp11Feb 18, 2026
Spiking Image Classificationcomputer vision11Feb 22, 2026
Histopathological image classificationcomputer visionbio medical11Jun 23, 2026
Open-Set Hyperspectral Image Classificationcomputer vision11May 6, 2026
Clinical Image Classificationbio medicalcomputer vision11Jun 19, 2026
Out-of-Distribution Image Classificationcomputer vision11Jul 7, 2026
Conformal Image Classificationcomputer visionnlp11Feb 25, 2026
Abstract Concept Image Classificationcomputer vision11Apr 20, 2026
Permutation Invariant Image Classificationcomputer vision11Feb 18, 2026
Image Classification (Feature shift)computer vision11Feb 18, 2026
Personalized Image Classificationcomputer vision11Feb 18, 2026
1-D Pixel-level Image Classificationcomputer vision13Feb 25, 2026
16-shot Image Classificationcomputer vision11Mar 4, 2026