Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 83 of 394
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | FGVC Aircraft Air | 23 | Feb 26, 2026 | ||
| Image Classification | ImageNet In-Distribution (test) | 23 | Feb 26, 2026 | ||
| Image Classification | ImageNet OOD variants (A, V2, R, S) 1k (test val) | 23 | Feb 26, 2026 | ||
| Image Classification | ImageNet | 23 | Mar 11, 2026 | ||
| Image Classification | DigitsDG | 23 | May 29, 2026 | ||
| Image Classification | SVHN (train) | 23 | Apr 27, 2026 | ||
| Image Classification | ImageWoof full-sized (test) | 23 | Feb 26, 2026 | ||
| Image Classification | Tiny-ImageNet corrupted (test) | 23 | Jun 23, 2026 | ||
| Image Classification | ImageNet 1K (val) | 23 | Feb 26, 2026 | ||
| Image Classification | TissueMNIST USB (test) | 23 | Feb 26, 2026 | ||
| Image Classification | Tiny-ImageNet (test) | 23 | Jun 25, 2026 | ||
| Image Classification | iNaturalist IR=500 2018 (test) | 23 | Feb 26, 2026 | ||
| Image Classification | Flower | 23 | Mar 6, 2026 | ||
| Image Classification | ImageNet-R | 23 | Feb 26, 2026 | ||
| Image Classification | Stylized ImageNet (SIN) | 23 | Feb 26, 2026 | ||
| Image Classification | Carton | 23 | Feb 26, 2026 | ||
| Zero-shot Image Classification | ImageNet-R (test) | 23 | Feb 27, 2026 | ||
| Image Classification | CIFAR-100 | 23 | Feb 26, 2026 | ||
| Image Classification | ImageNet-LT | 23 | Feb 26, 2026 | ||
| Image Classification | ImageNet 1k (val) | 23 | Feb 26, 2026 | ||
| 5-way 3-shot Image Classification | MiniImageNet 33.3% symmetric label swap noise 54 (test) | 23 | Feb 26, 2026 | ||
| 5-way 3-shot Image Classification | MiniImageNet 0% noise 54 (test) | 23 | Feb 26, 2026 | ||
| Continual Image Classification | ImageNet-100 10 steps | 23 | Feb 26, 2026 | ||
| Fine-grained Image Classification | Cars 1.0 (val) | 23 | Feb 26, 2026 | ||
| Image Classification | ImageNet-A Target | 23 | May 8, 2026 |