Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 321 of 394
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | Loc-MNIST 16-shot | 5 | Feb 26, 2026 | ||
| Image Classification | Biased MNIST 32-shot | 5 | Feb 26, 2026 | ||
| Image Classification | Biased MNIST 16-shot | 5 | Feb 26, 2026 | ||
| Depth Image Classification | SUN RGB-D (SUN-D) (val) | 5 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 epsilon = 16/255 (test) | 5 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 epsilon = 4/255 (test) | 5 | Feb 26, 2026 | ||
| Robust Image Classification | FashionMNIST (test) | 5 | Mar 17, 2026 | ||
| Partial-Label Image Classification | Kuzushiji-MNIST | 5 | Feb 26, 2026 | ||
| Partial-Label Image Classification | Fashion-MNIST | 5 | Feb 26, 2026 | ||
| Image Classification | ImageNet-E 256x256 (val) | 5 | Feb 26, 2026 | ||
| Image Classification | ImageNet-D 256x256 (val) | 5 | Feb 26, 2026 | ||
| Image Classification | ImageNet-C 256x256 (val) | 5 | Feb 26, 2026 | ||
| Image Classification | ImageNet-B 256x256 (val) | 5 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 (test) | 5 | Feb 26, 2026 | ||
| Image Classification | MNIST (test) | 5 | Feb 26, 2026 | ||
| Image Classification Calibration | ImageNet-C trained on ImageNet-LT Gaussian noise corruption level 5 (test) | 5 | Feb 26, 2026 | ||
| Image Classification | iNaturalist 2019 (fine-tuning) | 5 | Feb 26, 2026 | ||
| Image Classification | iNaturalist 2018 (fine-tuning) | 5 | Feb 26, 2026 | ||
| Image Classification | Places205 (test) | 5 | Feb 26, 2026 | ||
| Image Classification | ImageNet OOD A/R/S variants (test) | 5 | Feb 26, 2026 | ||
| Image Classification | CIFAR100 (test) | 5 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 (test) | 5 | Feb 26, 2026 | ||
| Image Classification | ImageNet-9 | 5 | Feb 26, 2026 | ||
| Long-Tail Image Classification | CIFAR-100 LT IR 50 (val) | 5 | Feb 26, 2026 | ||
| Long-Tail Image Classification | CIFAR-100-LT IR 100 (val) | 5 | Feb 26, 2026 |