Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 81 of 394
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | CIFAR-100 2500 labels (test) | 24 | Jun 1, 2026 | ||
| Semi-supervised Long-tailed Image Classification | STL10 LT | 24 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10-LT gamma=150 (test) | 24 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 80% symmetric noise (test) | 24 | Feb 26, 2026 | ||
| Image Classification | ImageNet (val) | 24 | Feb 26, 2026 | ||
| Image Classification | ImageNet 10% labels 1.0 (train val) | 24 | Feb 26, 2026 | ||
| Image Classification | ImageNet 1% labels 1.0 (train val) | 24 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 (test) | 24 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 synthetic label noise (test) | 24 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 synthetic label noise (test) | 24 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 Step-Imbalance | 24 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 | 24 | Feb 26, 2026 | ||
| 5-way Few-shot Image Classification | CUB-200 2011 (meta-test) | 24 | Apr 13, 2026 | ||
| Image Classification | CIFAR-100 symmetric label noise (test) | 24 | Feb 26, 2026 | ||
| Image Classification | Places365-LT | 24 | Feb 26, 2026 | ||
| Image Classification | S-Tiny-ImageNet Task-IL | 24 | Feb 26, 2026 | ||
| Image Classification | MNIST Permutation-invariant (DW) | 24 | Feb 26, 2026 | ||
| Image Classification | Permutation-invariant MNIST (SW) | 24 | Feb 26, 2026 | ||
| Multi-label Image Classification | MS-COCO 2014 (test) | 24 | Feb 26, 2026 | ||
| Image Classification | iNaturalist 2017 (test) | 24 | Mar 10, 2026 | ||
| Image Classification | Colored MNIST (test) | 24 | Feb 26, 2026 | ||
| Multi-label Image Classification | MS-COCO (test) | 24 | Feb 26, 2026 | ||
| Image Classification | MNIST Split | 24 | Mar 31, 2026 | ||
| Image Classification | CIFAR-100 Noisy | 24 | Mar 10, 2026 | ||
| Whole Slide Image classification | LBC (test) | 24 | Feb 26, 2026 |