Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 213 of 394
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | ImageNet-R | 9 | Mar 4, 2026 | ||
| Image Classification | CIFAR-100 | 9 | Mar 4, 2026 | ||
| Zero-shot Image Classification | Food101 | 9 | May 19, 2026 | ||
| Image Classification | CIFAR-100 Dirichlet beta=0.1 | 9 | Feb 27, 2026 | ||
| Image Classification | CIFAR-10 Dirichlet beta=0.6 | 9 | Feb 27, 2026 | ||
| Image Classification | CIFAR-10 (test) | 9 | Feb 27, 2026 | ||
| Depth Image Classification | SUN RGB-D | 9 | May 19, 2026 | ||
| Image Classification | T-ImageNet | 9 | Feb 27, 2026 | ||
| Image Classification | CIFAR-10 Pathological-2 (test) | 9 | Feb 27, 2026 | ||
| Conformal Image Classification | Average across 11 datasets CLIP ViT-B/16 features (test) | 9 | Feb 26, 2026 | ||
| Image Classification | ImageNet-1K (val) | 9 | Feb 26, 2026 | ||
| Image Classification | MNIST | 9 | Feb 26, 2026 | ||
| Zero-shot Image Classification | MMEB (val) | 9 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 (test) | 9 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 (test) | 9 | Feb 26, 2026 | ||
| Image Classification | MNIST (test) | 9 | Feb 26, 2026 | ||
| Image Classification | MNIST-LT | 9 | Feb 26, 2026 | ||
| Image Classification | ImageNet-1K | 9 | Feb 26, 2026 | ||
| Image Classification | Tiny-ImageNet | 9 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 | 9 | Feb 26, 2026 | ||
| Image Classification | CMNIST original unshifted | 9 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 (unseen classes 5-9) | 9 | Feb 26, 2026 | ||
| Image Classification | Fashion-MNIST unseen classes 5-9 | 9 | Feb 26, 2026 | ||
| Image Classification | MNIST (unseen classes 5-9) | 9 | Feb 26, 2026 | ||
| Image Classification | KMNIST (val) | 9 | Feb 26, 2026 |