Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 197 of 394
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | CIFAR10 16/255 noise (test) | 10 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 12/255 noise (test) | 10 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 8/255 noise (test) | 10 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 (test) | 10 | Feb 26, 2026 | ||
| Image Classification | Average (Flowers102, OxfordPets, VOC2007) (test) | 10 | Feb 26, 2026 | ||
| Image Classification | Dogs-120 (test) | 10 | Feb 26, 2026 | ||
| Image Classification | ImageNet | 10 | Feb 26, 2026 | ||
| Image Classification | ImageNet (test) | 10 | Feb 26, 2026 | ||
| Image Classification | ImageNet-1K (val) | 10 | Feb 26, 2026 | ||
| Image Classification | ImageNet | 10 | Feb 26, 2026 | ||
| Image Classification | CUB | 10 | Feb 26, 2026 | ||
| Image Classification | Waterbirds (test) | 10 | Feb 26, 2026 | ||
| Image Classification | ImageNet (Source) and 10 Target Datasets (SUN397, Aircraft, EuroSAT, StanfordCars, Food101, Pets, Flower102, Caltech101, DTD, UCF101) 16-shot (train) | 10 | Feb 26, 2026 | ||
| Image Classification | FMoW WILDS (test) | 10 | Feb 26, 2026 | ||
| Image Classification | ImageNet-1k | 10 | Feb 26, 2026 | ||
| Image Classification | CUB-200 x8 2011 (test) | 10 | Feb 26, 2026 | ||
| Image Classification | CUB-200 2011 x4 (test) | 10 | Feb 26, 2026 | ||
| Image Classification | StanfordCars x8 (test) | 10 | Feb 26, 2026 | ||
| Image Classification | StanfordCars x4 (test) | 10 | Feb 26, 2026 | ||
| Image Classification | ImageNet Source 1K (test) | 10 | Feb 26, 2026 | ||
| Image Classification | ImageNet (test) | 10 | Feb 26, 2026 | ||
| Image Classification | ImageNet100-I2C (test) | 10 | Feb 26, 2026 | ||
| Image Classification | ImageNet100 + CIFAR100 (test) | 10 | Feb 26, 2026 | ||
| Image Classification | DomainNet Mini | 10 | Feb 26, 2026 | ||
| Image Classification | ImageNet-R wild scenario (online imbalanced label distribution shifts) | 10 | Feb 26, 2026 |