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Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | Caltech101 | 7 | Jun 5, 2026 | ||
| Fine-grained Image Classification | Aircraft | 7 | Jun 2, 2026 | ||
| Fine-grained Image Classification | Cars | 7 | Jun 2, 2026 | ||
| Fine-grained Image Classification | Pets | 7 | Jun 2, 2026 | ||
| Fine-grained Image Classification | Flowers | 7 | Jun 2, 2026 | ||
| Fine-grained image classification | Average (5 datasets) Macro-average (test) | 7 | Jun 2, 2026 | ||
| Fine-grained image classification | FGVC Aircraft (test) | 7 | Jun 2, 2026 | ||
| Fine-grained image classification | Oxford Flowers 102 (test) | 7 | Jun 2, 2026 | ||
| Fine-grained Image Classification | FGVC Aircraft 100 | 7 | Jun 2, 2026 | ||
| Fine-grained Image Classification | Stanford Cars-196 | 7 | Jun 2, 2026 | ||
| Fine-grained Image Classification | Oxford Pets-37 | 7 | Jun 2, 2026 | ||
| Image Classification | CIFAR-10 Large | 7 | Jun 2, 2026 | ||
| Image Classification | CIFAR-10 Medium | 7 | Jun 2, 2026 | ||
| Image Classification | CIFAR-10 (Small) | 7 | Jun 2, 2026 | ||
| Image Classification | FMNIST Large | 7 | Jun 2, 2026 | ||
| Image Classification | FMNIST Medium | 7 | Jun 2, 2026 | ||
| Image Classification | FMNIST Small | 7 | Jun 2, 2026 | ||
| Image Classification | MNIST Large | 7 | Jun 2, 2026 | ||
| Image Classification | MNIST Medium | 7 | Jun 2, 2026 | ||
| Image Classification | MNIST Small | 7 | Jun 2, 2026 | ||
| Image Classification | Galaxy10 SDSS (in-domain pretraining) | 7 | Jun 2, 2026 | ||
| PolSAR image classification | Flevoland NASA/JPL AIRSAR 1989 99% (test) | 7 | Jun 1, 2026 | ||
| Image Classification | TinyImageNet | 7 | Jun 1, 2026 | ||
| Image Classification | CIFAR-100 | 7 | Jun 1, 2026 | ||
| Image Classification | CIFAR-10 | 7 | Jun 1, 2026 |