Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 85 of 394
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Class-Incremental Image Classification | CIFAR-100 | 22 | Jun 5, 2026 | ||
| Image Classification | MetaShift Cat vs. Dog 18 (test) | 22 | Jun 4, 2026 | ||
| Image Classification | CIFAR-10 balanced setting (test) | 22 | May 29, 2026 | ||
| Medical image classification | BreastMNIST | 22 | May 27, 2026 | ||
| Image Classification | ImageNet-C severity level 5 v1 (test) | 22 | May 20, 2026 | ||
| Image Classification | ImageNet Nette | 22 | May 6, 2026 | ||
| Image Classification | Tiny-ImageNet | 22 | Apr 28, 2026 | ||
| Image Classification | Average Zero-shot (8 datasets) | 22 | Mar 31, 2026 | ||
| Image Classification | ImageNet A-Plus | 22 | Mar 31, 2026 | ||
| Image Classification | ImageNet ID Clean Adv | 22 | Mar 31, 2026 | ||
| Image Classification | CIFAR100 LT (r=100) | 22 | Mar 24, 2026 | ||
| Image Classification | Waterbirds 100% | 22 | Mar 23, 2026 | ||
| Image Classification | Waterbirds 95% | 22 | Mar 23, 2026 | ||
| Image Classification | ImageNet I-Yellow (test) | 22 | May 14, 2026 | ||
| Image Classification | CIFAR100 | 22 | Mar 12, 2026 | ||
| Image Classification | FGVC-Aircraft few-shot | 22 | Mar 12, 2026 | ||
| Image Classification | CIFAR10 (test) | 22 | Mar 10, 2026 | ||
| Image Classification | ImageNette Long-tailed ImageNet | 22 | Mar 4, 2026 | ||
| Image Classification | ImageWoof Long-tailed ImageNet Subset | 22 | Mar 4, 2026 | ||
| Image Classification | ImageSquawk Long-tailed ImageNet | 22 | Mar 4, 2026 | ||
| Image Classification | ImageMeow Long-tailed ImageNet | 22 | Mar 4, 2026 | ||
| Image Classification | CIFAR-100 (test) | 22 | Feb 27, 2026 | ||
| Image Classification | CIFAR-100 WRN34-10 (test) | 22 | Feb 27, 2026 | ||
| Medical Image Classification | FractureMNIST3D | 22 | May 27, 2026 | ||
| Medical Image Classification | ChestMNIST | 22 | May 15, 2026 |