Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 168 of 394
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Federated Image Classification | Federated EMNIST (test) | 12 | Feb 26, 2026 | ||
| Image Classification | ImageNet-1K (test) | 12 | Feb 26, 2026 | ||
| Image Classification | EMNIST (Non-IID (4-Class partition)) | 12 | Feb 26, 2026 | ||
| Image Classification | MNIST (test) | 12 | Feb 26, 2026 | ||
| Image Classification | Tiny ImageNet | 12 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 | 12 | Feb 26, 2026 | ||
| Image Classification | CelebA-G (test) | 12 | Feb 26, 2026 | ||
| Image Classification | DTD | 12 | Feb 26, 2026 | ||
| Image Classification | Aircraft | 12 | Feb 26, 2026 | ||
| Image Classification | Flowers | 12 | Feb 26, 2026 | ||
| Image Classification | Pets | 12 | Feb 26, 2026 | ||
| Image Classification | Fashion-MNIST | 12 | Feb 26, 2026 | ||
| Image Classification | MNIST | 12 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 | 12 | Feb 26, 2026 | ||
| Image Classification | MNIST Aff(2, R) 2D Affine (test) | 12 | Feb 26, 2026 | ||
| Image Classification | MNIST Aff(2, R) (test) | 12 | Feb 26, 2026 | ||
| Image Classification | Office31 DSLR | 12 | Feb 26, 2026 | ||
| Image Classification | Office31 Webcam | 12 | Feb 26, 2026 | ||
| Image Classification | Non-IID MNIST alpha=0.5 (test) | 12 | Feb 26, 2026 | ||
| Satellite Image Classification | EuroSAT New classes | 12 | Feb 26, 2026 | ||
| Satellite Image Classification | EuroSAT Base classes | 12 | Feb 26, 2026 | ||
| Fine-grained Image Classification | Aircraft New classes | 12 | Feb 26, 2026 | ||
| Fine-grained Image Classification | Aircraft Base classes | 12 | Feb 26, 2026 | ||
| Image Classification | Food101 New classes | 12 | Feb 26, 2026 | ||
| Fine-grained Image Classification | Flowers Harmonic Mean | 12 | Feb 26, 2026 |