Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 219 of 394
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | CIFAR-100 beta=0.6 (test) | 9 | Feb 27, 2026 | ||
| Image Classification | CIFAR-10 beta=0.6 (test) | 9 | Feb 27, 2026 | ||
| Image Classification | ImageNet 1k (val) | 9 | Feb 26, 2026 | ||
| Image Classification | ChestXRay8 | 9 | Feb 26, 2026 | ||
| Image Classification | FEMNIST 10 new writers (test) | 9 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 ImageNet-1K transfer (test) | 9 | Feb 26, 2026 | ||
| Multi-label Image Classification | MS-COCO | 9 | Feb 26, 2026 | ||
| Image Classification | ImageNet-1K 1.0 (val) | 9 | Feb 26, 2026 | ||
| Image Classification | ObjectNet (OOD) | 9 | Feb 26, 2026 | ||
| Image Classification | ImageNet | 9 | Feb 26, 2026 | ||
| Image Classification | ImageNet-C-bar level 5 1.0 | 9 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10-LT IR 100 (test) | 9 | Feb 26, 2026 | ||
| Image Classification | ImageNet-C 18 (test) | 9 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100-C 18 (test) | 9 | Feb 26, 2026 | ||
| Long-tailed Image Classification | CIFAR-10 LT Imbalance ratio 50 | 9 | Feb 26, 2026 | ||
| Long-tailed Image Classification | CIFAR-10-LT Imbalance ratio 100 | 9 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 40% open-set noise (test) | 9 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 | 9 | Feb 26, 2026 | ||
| Image Classification | ImageNet 1K (val) | 9 | Feb 26, 2026 | ||
| Image Classification | Mini-DomainNet (Leave-one-domain-out) | 9 | Feb 26, 2026 | ||
| Image Classification | mini-DomainNet (test) | 9 | Feb 26, 2026 | ||
| Image Classification | ImageNet-C level 1-5 | 9 | Feb 26, 2026 | ||
| Image Classification | CIFAR100C level 5 | 9 | Feb 26, 2026 | ||
| Image Classification | CIFAR10C level 5 | 9 | Feb 26, 2026 | ||
| Image Classification | DomainNet 126 (test) | 9 | Feb 26, 2026 |