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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
Video DerainingImageNet-VID+computer vision6Feb 26, 2026
Image ClassificationMini-ImageNetcomputer vision6Feb 26, 2026
Audio ClassificationImageNet ESC-27speech audio6Feb 26, 2026
Audio ClassificationImageNet ESC-19speech audio6Feb 26, 2026
ColorizationImageNet 256x256computer vision6Feb 26, 2026
Image ClassificationImageNet-100 (40-20 split)computer vision6Feb 26, 2026
Image ClassificationImageNet-100 (60-20 split)computer vision6Feb 26, 2026
Image ClassificationImageNet-100 (80-20 split)computer vision6Feb 26, 2026
Image ClassificationImageNet-100 (100-20 split)computer vision6Feb 26, 2026
Image Representation LearningImageNet 1k (train)computer vision6Feb 26, 2026
Domain Transfer RetrievalDomain Transfer ImageNet (DTIN)retrieval search ragcomputer vision6Feb 26, 2026
Image ClassificationTiny-ImageNet-200computer vision6Feb 26, 2026
Exemplar-Free Class Incremental LearningTinyImageNet T=5computer visiontabular time series6Feb 26, 2026
Visual Difference DiscoveryVisDiffBench ImageNet-R/*computer vision6Feb 26, 2026
Image ClassificationImageNet (test)computer vision6Feb 26, 2026
Few-shot ClassificationImageNet-1K 16-shotcomputer visionnlp+16Feb 26, 2026
Continual LearningSplit ImageNet-R 20-taskmiscellaneous6Feb 26, 2026
Image ClassificationTiny-ImageNet augmented with 1x10^6 EDM-generated images (train)computer vision6Feb 26, 2026
Long-tailed Image RecognitionImageNet-100-LT (test)computer vision6Feb 26, 2026
Text-to-Image EditingImageNet-R TI2I (fake)image generation editing6Feb 26, 2026
Neuron ExplanationImageNet subset of 20,000 images 2012 (val)computer vision6Feb 26, 2026
Controllable Text-to-Image DiffusionImageNet-R TI2I Normal (test)image generation editing6Feb 26, 2026
Image ClassificationTiny-ImageNetcomputer vision6Feb 26, 2026
Image ClassificationImageNet (val)computer vision6Feb 26, 2026
Few-shot classificationImageNet-800computer visionnlp+16Feb 26, 2026