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Benchmarks for “imagenet”

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

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TaskDatasetDomainTrendResultsLast update
Image ClassificationImageNet-1K Regular (val)computer vision17Feb 26, 2026
Image ClassificationImageNet OOD (Avg of V2, R, Sketch, A, and ObjectNet) 1.0 (test)computer vision17Feb 26, 2026
Image ClassificationTinyImageNetcomputer vision17Feb 27, 2026
Nonlinear DeblurImageNetcomputer vision17May 27, 2026
Explainable AI EvaluationImageNet-Scomputer vision17Feb 27, 2026
Image ClassificationImageNet & Variantscomputer vision17Mar 5, 2026
Image ColorizationImageNet-1K (test)computer vision17Apr 7, 2026
Inpainting (random)ImageNetimage generation editing17Mar 4, 2026
Image ReconstructionImageNet-1Kcomputer vision17May 8, 2026
Targeted Adversarial AttackImageNet (test)adversarial safety securitycomputer vision17Mar 16, 2026
Image ClassificationImageNet 1K (val)computer vision17Feb 26, 2026
Image GenerationImageNet-1k 1.0 (val)image generation editing17Apr 14, 2026
Interactive SegmentationPartImageNetcomputer vision17Feb 26, 2026
Image ClassificationImageNet-1K 1.0 (test)computer vision17Feb 26, 2026
TOS classificationImageNetcomputer vision17May 29, 2026
Continual LearningImageNet 100 (test)miscellaneous17Feb 26, 2026
Image RetrievalImageNet-4K 1.0 (test)retrieval search ragcomputer vision17Feb 26, 2026
Image ClassificationImageNet and ImageNet-V2computer vision17Feb 26, 2026
Image ClassificationImageNet Natural Distribution Shifts R, Sketch, Acomputer vision17Feb 26, 2026
Class Conditional Image GenerationImageNet 256x256 1k (train val)image generation editing17Feb 26, 2026
Image ClassificationImagenette 256 x 256 10 classes (test)computer vision17Feb 26, 2026
Class-Incremental LearningImageNet-1K (test)computer visiontabular time series17Feb 26, 2026
ClassificationImageNet-9 Backgrounds Challengecomputer visionnlp+317Apr 2, 2026
Image ClassificationImageNet-1K (val)computer vision17Feb 26, 2026
Image ClassificationImageNet original (val)computer vision17Feb 26, 2026