Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 257 of 394
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Medical Image Classification | GLV2 (test) | 7 | Mar 12, 2026 | ||
| Federated Image Classification | CIFAR-100 Dirichlet alpha=0.5 (test) | 7 | Mar 10, 2026 | ||
| Federated Image Classification | FMNIST Dirichlet alpha=0.5 (test) | 7 | Mar 10, 2026 | ||
| Federated Image Classification | SVHN Dirichlet alpha=0.5 (test) | 7 | Mar 10, 2026 | ||
| Image Classification | CIFAR-100 Pathological Non-IID (test) | 7 | Mar 10, 2026 | ||
| Image Classification | CIFAR-100 Dirichlet alpha=0.3 (test) | 7 | Mar 10, 2026 | ||
| Image Classification | CIFAR-10 Dirichlet alpha=0.3 (test) | 7 | Mar 10, 2026 | ||
| Image Classification | FMNIST Dirichlet alpha=0.3 (test) | 7 | Mar 10, 2026 | ||
| Image Classification | SVHN Dirichlet alpha=0.3 (test) | 7 | Mar 10, 2026 | ||
| Image Classification | SVHN Pathological Non-IID | 7 | Mar 10, 2026 | ||
| Image Classification | CIFAR-100 Dirichlet alpha=0.1 | 7 | Mar 10, 2026 | ||
| Image Classification | SVHN Dirichlet alpha=0.1 | 7 | Mar 10, 2026 | ||
| Image Classification | CIFAR-10 | 7 | Mar 10, 2026 | ||
| Image Classification | CIFAR-10 (test) | 7 | Mar 10, 2026 | ||
| Image Classification | ImageNet-P | 7 | Mar 10, 2026 | ||
| Image Classification | Vision Task Mixture Unseen Tasks 4-task (test) | 7 | Mar 9, 2026 | ||
| Image Classification | 4-task benchmark (CIFAR100, Flowers, Pets, STL10) (unseen) | 7 | Mar 9, 2026 | ||
| Image Classification | CIFAR100 (test) | 7 | Mar 6, 2026 | ||
| Image Classification | CIFAR10 | 7 | Mar 6, 2026 | ||
| Image Classification | ImageNet (Source) to 9 Target Datasets (Caltech101, Pets, Cars, Flowers102, Aircraft, SUN397, DTD, Food101, UCF101) (test) | 7 | Mar 6, 2026 | ||
| Image Classification | CIFAR-10 non-i.i.d. (test) | 7 | Mar 5, 2026 | ||
| Image Classification | ImageNet-1K | 7 | Mar 5, 2026 | ||
| Image Classification | ImageNet-A | 7 | Mar 4, 2026 | ||
| Image Classification | ImageNet In-Distribution | 7 | Mar 4, 2026 | ||
| Image Classification | ColorMNIST (ρ = 80%) | 7 | Mar 4, 2026 |