Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 99 of 394
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Hierarchical Image Classification | ImageNet-R | 20 | Feb 26, 2026 | ||
| Image Classification | 10 Target Datasets Average (test) | 20 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 standard (test) | 20 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 Long-Tailed (test) | 20 | Feb 26, 2026 | ||
| Image Classification | ImageNet100-B (test) | 20 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 (non-IID alpha=1.0) | 20 | Feb 26, 2026 | ||
| Infrared Image Classification | LLVIP | 20 | May 19, 2026 | ||
| Image Classification | CIFAR-10 standard (test) | 20 | Feb 26, 2026 | ||
| Image Classification | StanfordCars (test) | 20 | Mar 30, 2026 | ||
| Image Classification | CIFAR-100 | 20 | Feb 26, 2026 | ||
| Image Classification | Tiny-ImageNet LT (test) | 20 | Feb 26, 2026 | ||
| Image Classification | Tiny-ImageNet-C (test) | 20 | Feb 26, 2026 | ||
| Image Classification | MNIST Corrupted | 20 | Jun 23, 2026 | ||
| Image Classification | MNIST Origin | 20 | Feb 26, 2026 | ||
| Imbalanced Image Classification | CIFAR10 LT | 20 | Feb 26, 2026 | ||
| Imbalanced Image Classification | CIFAR10-C | 20 | Feb 26, 2026 | ||
| Image Classification | CIFAR100 LT | 20 | Feb 26, 2026 | ||
| Image Classification | CIFAR100-C | 20 | Feb 26, 2026 | ||
| Image Classification | MNIST (test) | 20 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 40 labeled samples | 20 | Feb 26, 2026 | ||
| Image Classification | ImageNet 100% labels 1k | 20 | Apr 20, 2026 | ||
| Image Classification | CIFAR-10-N-LT Imbalance Ratio 100 | 20 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10-N-LT Imbalance Ratio 10 | 20 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 | 20 | Feb 26, 2026 | ||
| Long-tailed Image Classification | CIFAR-10-LT IF=100 (test) | 20 | Jun 2, 2026 |