Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
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Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | ImageNet-SK (test) | 34 | Feb 27, 2026 | ||
| Image Classification | ImageNet-1k (val) | 34 | Feb 27, 2026 | ||
| Image Classification | RESISC45, SVHN Unseen Tasks (test) | 34 | Feb 26, 2026 | ||
| Image Classification | SUN397, Cars, EuroSAT, GTSRB, MNIST, DTD Seen Tasks (test) | 34 | Feb 26, 2026 | ||
| Image Classification | CINIC-10 iid (test) | 34 | May 15, 2026 | ||
| Image Classification | DomainNet (unseen clients) | 34 | Mar 24, 2026 | ||
| Image Classification | CIFAR-10 Dir-0.1 | 34 | May 25, 2026 | ||
| Image Classification | CIFAR100 | 34 | Feb 26, 2026 | ||
| Image Classification | CRC (test) | 34 | Feb 26, 2026 | ||
| Zero-Shot Image Classification | CUB | 34 | Feb 26, 2026 | ||
| Image Classification | ImageNet-200 | 34 | May 28, 2026 | ||
| Image Classification | ImageNet-A 1.0 (val) | 34 | Feb 27, 2026 | ||
| Image Classification | fMoW (val) | 34 | Mar 4, 2026 | ||
| Image Classification | CIFAR-10 1.0 (test) | 34 | Feb 26, 2026 | ||
| Image Classification | ImageNet LT 2018 (test) | 34 | Feb 26, 2026 | ||
| Few-shot image classification | tieredImageNet standard (test) | 34 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10-LT IF 100 (test) | 34 | Feb 26, 2026 | ||
| Image Classification | EMNIST Balanced (test) | 34 | Mar 24, 2026 | ||
| Image Classification | WikiArt | 34 | Apr 8, 2026 | ||
| Permutation Invariant Image Classification | MNIST (test) | 34 | Feb 26, 2026 | ||
| Image Classification | ImageNet-C level 3 (test) | 34 | Feb 26, 2026 | ||
| Image Classification | ImageNet-C | 33 | Jul 1, 2026 | ||
| Robust Image Classification | cMNIST (test) | 33 | Jun 23, 2026 | ||
| Image Classification | CIFAR-10 | 33 | Jul 9, 2026 | ||
| Image Classification | ImageNet 1K | 33 | May 13, 2026 |