Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 194 of 394
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Medical Image Classification | Federated Non-IID Medical Imaging (CheXpert, ChestX-ray8, VinDr-CXR) with equal number of examples Linear Classification Protocol | 10 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 (test) | 10 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 (IND) + TinyImageNet (OOD) | 10 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 (IND) + TinyImageNet (OOD) | 10 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 (IND) + CIFAR-100 (OOD) | 10 | Feb 26, 2026 | ||
| Image Classification | CelebA original unshifted | 10 | Feb 26, 2026 | ||
| Image Classification | Waterbirds original unshifted | 10 | Feb 26, 2026 | ||
| Image Classification | ImageNet | 10 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 | 10 | Feb 26, 2026 | ||
| Image Classification | FMNIST | 10 | Feb 26, 2026 | ||
| Image Classification | MNIST | 10 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 | 10 | Feb 26, 2026 | ||
| Image Classification | MNIST | 10 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 (50%(sym)) | 10 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 (20%(sym)) | 10 | Feb 26, 2026 | ||
| Image Classification | FMNIST non-i.i.d. (test) | 10 | Feb 26, 2026 | ||
| Image Classification | MNIST non-i.i.d. (test) | 10 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 (test) | 10 | Feb 26, 2026 | ||
| Image Classification | EMNIST (non-iid) | 10 | Feb 26, 2026 | ||
| Image Classification | EMNIST iid (test) | 10 | Feb 26, 2026 | ||
| Image Classification | ImageNet30 | 10 | Feb 26, 2026 | ||
| Image Classification | CIFAR100 | 10 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 | 10 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 (test) | 10 | Feb 26, 2026 | ||
| Image Classification | MNIST-C Fog (target) | 10 | Feb 26, 2026 |