Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 314 of 394
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | Shifted CMNIST | 5 | Feb 26, 2026 | ||
| Image Classification | Fashion-MNIST, CIFAR-10, and MNIST Overall (test) | 5 | Feb 26, 2026 | ||
| Image Classification | MNIST (test) | 5 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 (test) | 5 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 | 5 | Feb 26, 2026 | ||
| Image Classification | ImageNet (val) | 5 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 (test) | 5 | Feb 26, 2026 | ||
| Continual Image Classification | CIFAR-10 Split (val) | 5 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 (test) | 5 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 Non-IID 2-Class partition (test) | 5 | Feb 26, 2026 | ||
| Image Classification | GTSRB (Non-IID 4-Class partition) | 5 | Feb 26, 2026 | ||
| Image Classification | GTSRB Non-IID (Dirichlet alpha = 0.8) | 5 | Feb 26, 2026 | ||
| Image Classification | EMNIST Non-IID (Dirichlet alpha = 0.8) | 5 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 Non-IID (Dirichlet alpha = 0.8) | 5 | Feb 26, 2026 | ||
| Image Classification | GTSRB (IID) | 5 | Feb 26, 2026 | ||
| Image Classification | EMNIST (IID) | 5 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 IID | 5 | Feb 26, 2026 | ||
| Image Classification | CIFAR100 Snow Corruption | 5 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 Snow Corruption | 5 | Feb 26, 2026 | ||
| Image Classification | Food-101 | 5 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 | 5 | Feb 26, 2026 | ||
| Image Classification | CUB-200 Split | 5 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 | 5 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 | 5 | Feb 26, 2026 | ||
| High-Spectral Image Classification | Houston (test) | 5 | Feb 26, 2026 |