Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 201 of 394
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | CIFAR-10 (test) | 10 | Feb 26, 2026 | ||
| Image Classification | WaterBird (train) | 10 | Mar 10, 2026 | ||
| Image Classification | ImageNet | 10 | Feb 26, 2026 | ||
| Image Classification | TinyImageNet 35 (test) | 10 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 (test) | 10 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 (20-split) | 10 | Feb 26, 2026 | ||
| Image Classification | FMoW-WILDS out-of-distribution (val) | 10 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 (test) | 10 | Feb 26, 2026 | ||
| Image Classification | ImageNet-9 Mixed-Next | 10 | Feb 26, 2026 | ||
| Image Classification | ImageNet-9 Mixed-Rand | 10 | Feb 26, 2026 | ||
| Image Classification | ImageNet-9 Mixed-Same | 10 | Feb 26, 2026 | ||
| Image Classification | ImageNet-9 Only-FG | 10 | Feb 26, 2026 | ||
| Image Classification | ImageNet-9 No-FG | 10 | Feb 26, 2026 | ||
| Image Classification | ImageNet-9 Only-BG-T | 10 | Feb 26, 2026 | ||
| Image Classification | ImageNet-9 Only-BG-B | 10 | Feb 26, 2026 | ||
| Image Classification | ImageNet-9 Original | 10 | Feb 26, 2026 | ||
| Image Classification | Long-tailed CIFAR-100 (imbalance factor 100) (test) | 10 | Feb 26, 2026 | ||
| Image Classification | SI-Score-9 background-shifted (test) | 10 | Feb 26, 2026 | ||
| Image Classification | ObjectNet-9 distribution-shifted (test) | 10 | Feb 26, 2026 | ||
| Image Classification | Standard Cars | 10 | Feb 26, 2026 | ||
| Semi-supervised Long-tailed Image Classification | CIFAR-100-LT gamma=20, beta=40% (test) | 10 | Feb 26, 2026 | ||
| Semi-supervised Long-tailed Image Classification | SVHN-LT gamma=100, beta=20% (test) | 10 | Feb 26, 2026 | ||
| Semi-supervised Long-tailed Image Classification | CIFAR-10-LT gamma=100, beta=20% (test) | 10 | Feb 26, 2026 | ||
| Image Classification | LSUN large-scale γ=100, β=20% (test) | 10 | Feb 26, 2026 | ||
| Image Classification | Tiny ImageNet Long-Tailed, p=10 (test) | 10 | Feb 26, 2026 |