Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 155 of 394
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | FEMNIST (non-iid) | 13 | Feb 26, 2026 | ||
| Image Classification | CelebA HQ (test) | 13 | Feb 26, 2026 | ||
| Image Classification | ColorMNIST reversed (test) | 13 | Feb 27, 2026 | ||
| Image Classification | STL-10 | 13 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 | 13 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 LT | 13 | Feb 26, 2026 | ||
| Medical Image Classification | Camelyon17 OOD WILDS (test) | 13 | Feb 26, 2026 | ||
| Image Classification | ImageNet-1K 1.0 (val) | 13 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 20% asymmetric noise | 13 | Feb 26, 2026 | ||
| Image Classification | VTAB (Visual Task Adaptation Benchmark) (test) | 13 | Feb 26, 2026 | ||
| Image Classification | Pascal VOC 2007 (val) | 13 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100-LT ($ ho=100$) (test) | 13 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 (test) | 13 | Feb 26, 2026 | ||
| Image Classification | ImageWoof 128x128 | 13 | Feb 27, 2026 | ||
| Image Classification | ImageNette 128x128 | 13 | Feb 27, 2026 | ||
| Image Classification | Long-tailed CIFAR-100 Imbalance factor 0.1 (test) | 13 | Feb 26, 2026 | ||
| Image Classification | ASL-DVS (test) | 13 | Feb 26, 2026 | ||
| Image Classification | Oxford-IIIT Pets (val) | 13 | Feb 26, 2026 | ||
| Image Classification | BSCD-FSL 8 target domains: CUB, Cars, Plantae, Places, CropDisease, EuroSAT, ISIC, ChestX standard (test) | 13 | Feb 26, 2026 | ||
| Image Classification | SVHN (train test) | 13 | Feb 26, 2026 | ||
| Image Classification | ImageNet-S Sketch 1.0 (val) | 13 | Feb 26, 2026 | ||
| Image Classification | ImageNet 34 (val) | 13 | Feb 26, 2026 | ||
| Image Classification | miniImageNet | 13 | Feb 26, 2026 | ||
| Image Classification | ImageNet 32x32 1000 categories (test) | 13 | Feb 26, 2026 | ||
| Long-tailed Image Classification | CIFAR-100-LT gamma=20, beta=40% (test) | 13 | Feb 26, 2026 |