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 | Oxford-IIIT Pets (test) | 177 | May 6, 2026 | ||
| Image Classification | CINIC-10 (test) | 177 | Mar 10, 2026 | ||
| Image Classification | CIFAR-10 v1 (test) | 176 | Jun 18, 2026 | ||
| Image Classification | CIFAR-10 | 175 | Jun 29, 2026 | ||
| Image Classification | F-MNIST (test) | 173 | Jun 19, 2026 | ||
| Image Classification | Vision Multi-task Suite (SUN397, Cars, RESISC45, EuroSAT, SVHN, GTSRB, MNIST, DTD) | 171 | Jun 30, 2026 | ||
| Whole Slide Image classification | CAMELYON16 (test) | 171 | Jun 30, 2026 | ||
| Image Classification | 20 Vision Classification Tasks | 170 | Jun 23, 2026 | ||
| Image Classification | CIFAR-10 NAS-Bench-201 (val) | 169 | May 22, 2026 | ||
| Image Classification | MNIST (test) | 168 | Jun 23, 2026 | ||
| Image Classification | Stanford Dogs | 167 | Jun 11, 2026 | ||
| Image Classification | ImageNet-16-120 NAS-Bench-201 (test) | 167 | May 22, 2026 | ||
| Image Classification | Office-Home | 167 | May 7, 2026 | ||
| Image Classification | ImageNet (val) | 165 | Jun 26, 2026 | ||
| Image Classification | ImageNet Mobile Setting (test) | 165 | Feb 26, 2026 | ||
| Image Classification | Caltech (test) | 165 | Apr 9, 2026 | ||
| Image Classification | CIFAR10 non-iid | 162 | Mar 17, 2026 | ||
| Image Classification | OfficeHome | 161 | Jun 15, 2026 | ||
| Image Classification | 14 Vision Tasks | 160 | Jun 23, 2026 | ||
| Image Classification | ImageNet-LT (test) | 159 | May 29, 2026 | ||
| Image Classification | ImageNet 1k | 158 | Mar 5, 2026 | ||
| Image Classification | ImageNet-1K | 157 | Jul 9, 2026 | ||
| Image Classification | ILSVRC 2012 (val) | 156 | Jun 5, 2026 | ||
| Image Classification | CIFAR100 long-tailed (test) | 155 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 (test) | 154 | Mar 17, 2026 |