Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 176 of 394
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | CIFAR-10 Step (rho=50) (test) | 12 | Feb 26, 2026 | ||
| 5-way 1-shot Image Classification | miniImageNet standard (test) | 12 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 (epsilon=2/255) 1.0 (test) | 12 | Jul 1, 2026 | ||
| Image Classification | ImageNet (val) | 12 | Feb 26, 2026 | ||
| Image Classification | ImageNet (val) | 12 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 Imbalanced (long-tailed, ratio 10) (val) | 12 | Feb 26, 2026 | ||
| Image Classification | Imbalanced CIFAR-10 (long-tailed, ratio 10) (val) | 12 | Feb 26, 2026 | ||
| Image Classification | Imbalanced CIFAR-10 long-tailed, ratio 100 (val) | 12 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 (test) | 12 | Feb 26, 2026 | ||
| Image Classification | Spherical MNIST NR/NR | 12 | Feb 26, 2026 | ||
| Image Classification | ImageNet-30 labeled (test) | 12 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 Split | 12 | Mar 31, 2026 | ||
| Image Classification | ImageNet (val) | 12 | Feb 26, 2026 | ||
| Image Classification | ImageNet 100/10 | 12 | Feb 26, 2026 | ||
| Image Classification | K-MNIST (test) | 12 | Feb 26, 2026 | ||
| 5-way Image Classification | FC100 (test) | 12 | Feb 26, 2026 | ||
| Zero-shot Image Classification | CUB GBU | 12 | Feb 26, 2026 | ||
| Zero-shot Image Classification | AwA2 GBU | 12 | Feb 26, 2026 | ||
| Zero-shot Image Classification | AwA1 GBU | 12 | Feb 26, 2026 | ||
| Image Classification | VOC 2007 (trainval test) | 12 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 2009 (test) | 12 | Feb 26, 2026 | ||
| Fine-grained Image Classification | iNaturalist 2018 | 12 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 (full) | 12 | Apr 10, 2026 | ||
| Medical Image Classification | Medical Image Datasets Average (test) | 12 | Feb 26, 2026 | ||
| Image Classification | Tree-MNIST 4 Classes (val) | 11 | Jul 7, 2026 |