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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-C Set 2computer vision12Feb 26, 2026
Interactive SegmentationPartImageNet (val)computer vision12Feb 26, 2026
Image Classificationimagenetcomputer vision12Feb 26, 2026
Image ClassificationImageNet-1K 2009 (val)computer vision12Feb 26, 2026
Image ClassificationImageNet Source (train val)computer vision12Feb 26, 2026
CalibrationImageNet-Sketch (test)tabular time series12Feb 26, 2026
Image ClassificationImageNet-C Severity Level 3, Mixed Shifts v1 (test)computer vision12Feb 26, 2026
Object ClassificationImageNetcomputer vision12Mar 25, 2026
Exemplar-Free Class-Incremental LearningImageNetcomputer visiontabular time series12Feb 26, 2026
Image RecognitionImageNet 1K (val)computer vision12Feb 26, 2026
Zero-Shot QuantizationImageNet ILSVRC12computer vision12Feb 26, 2026
Class Incremental LearningTinyImageNetcomputer visiontabular time series12Feb 26, 2026
Image ClassificationImageNet large-scale (test)computer vision12Feb 26, 2026
Novel Class DiscoveryTiny-ImageNetcomputer vision12May 1, 2026
Image ClassificationTiny ImageNet 0-99computer vision12Feb 26, 2026
Image ClassificationImageNet-C distribution shifted variantscomputer vision12Mar 17, 2026
Image ClassificationImageNet Real 1.0 (test)computer vision12Feb 26, 2026
OOD DetectionCIFAR-10computer visiontabular time series12Feb 26, 2026
Class-Incremental LearningImageNet 800 base classes, 40 novel classes, fully-overlapping (test)computer visiontabular time series12Feb 26, 2026
Density EstimationImageNet 32 x 32tabular time series12Feb 26, 2026
Image ClassificationImageNet-1K fine-tuning after ImageNet-21K pre-training (test)computer vision12Feb 26, 2026
Semi-supervised ClassificationImageNet 10% labels (train)computer vision12Feb 26, 2026
Semi-supervised ClassificationImageNet 1% labels (train)computer vision12Feb 26, 2026
Image ClassificationImageNet UnBiased 1kcomputer vision12Feb 26, 2026
Image GenerationTiny-ImageNet (train)image generation editing12Feb 26, 2026