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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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | ImageNet-Sketch (test) | 153 | May 18, 2026 | ||
| Image Classification | OrganSMNIST | 152 | May 27, 2026 | ||
| Image Classification | Flowers-102 (test) | 152 | Mar 5, 2026 | ||
| Image Classification | Food | 152 | May 19, 2026 | ||
| Image Classification | Caltech-101 | 152 | Mar 4, 2026 | ||
| Image Classification | iNaturalist 18 | 151 | May 20, 2026 | ||
| Image Classification | CIFAR-10 (test) | 151 | Feb 26, 2026 | ||
| Image Classification | Cifar100 | 150 | Jun 1, 2026 | ||
| Image Classification | F-MNIST | 149 | Jun 23, 2026 | ||
| Image Classification | ImageNet-1K 1 (val) | 149 | May 26, 2026 | ||
| Image Classification | Caltech101 | 148 | Mar 18, 2026 | ||
| Image Classification | CIFAR100 (test) | 147 | Feb 26, 2026 | ||
| Image Classification | STL-10 | 146 | Mar 24, 2026 | ||
| Image Classification | Caltech | 145 | Jul 7, 2026 | ||
| Image Classification | VTAB 1k (test) | 145 | Jun 26, 2026 | ||
| Image Classification | Food-101 (test) | 145 | Jun 2, 2026 | ||
| Image Classification | CIFAR-100 | 144 | Jul 3, 2026 | ||
| Image classification | QMNIST (non-IID) | 144 | Mar 27, 2026 | ||
| Federated Image Classification | CIFAR100 (test) | 144 | Jun 23, 2026 | ||
| Image Classification | CIFAR10 | 143 | May 22, 2026 | ||
| Classification | ImageNet 1k (test val) | 142 | Jun 4, 2026 | ||
| Image Classification | MNIST (train) | 141 | Jun 9, 2026 | ||
| Image Classification | Waterbirds In-context training: iNaturalist (test) | 140 | Apr 3, 2026 | ||
| Image Classification | FGVC | 140 | Jul 7, 2026 | ||
| Image Classification | Stanford Dogs (test) | 140 | May 4, 2026 |