Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 184 of 394
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | CIFAR-10 (test) | 11 | Feb 26, 2026 | ||
| Fine-grained Image Classification | Aircrafts (test) | 11 | Feb 26, 2026 | ||
| Image Classification | ImageNet FGSM (val) | 11 | Feb 27, 2026 | ||
| Image Classification | CIFAR10 symmetric noise 0.6 Dirichlet non-IID (a=100) (test) | 11 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 symmetric noise 0.2 Dirichlet non-IID (a=100) (test) | 11 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 pair noise 0.4 Dirichlet non-IID (a=100) (test) | 11 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 pair noise 0.1 Dirichlet non-IID (a=100) (test) | 11 | Feb 26, 2026 | ||
| Image Classification | MNIST symmetric noise 0.6 Dirichlet non-IID (a=100) (test) | 11 | Feb 26, 2026 | ||
| Image Classification | MNIST symmetric noise 0.2 Dirichlet non-IID (a=100) (test) | 11 | Feb 26, 2026 | ||
| Image Classification | MNIST pair noise 0.4 Dirichlet non-IID (a=100) (test) | 11 | Feb 26, 2026 | ||
| Image Classification | MNIST pair noise 0.1 Dirichlet non-IID (a=100) (test) | 11 | Feb 26, 2026 | ||
| Whole Slide Image Classification | COLON-MSI (test) | 11 | Feb 26, 2026 | ||
| Image Classification | Hateful Memes | 11 | Feb 26, 2026 | ||
| Image Classification | mini-ImageNet-Red 0% noise | 11 | Feb 26, 2026 | ||
| Image Classification | ImageNet 1k (val) | 11 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 down-sampled to 32x32 (test) | 11 | Feb 26, 2026 | ||
| 5-way Image Classification | FC-100 | 11 | Feb 26, 2026 | ||
| Image Classification | Long-tailed CIFAR-10 Imbalance factor 0.02 (test) | 11 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 (test) | 11 | Feb 26, 2026 | ||
| Image Classification | iNaturalist Few-shot 2018 | 11 | Feb 27, 2026 | ||
| Image Classification | iNaturalist Medium-shot 2018 | 11 | Feb 27, 2026 | ||
| Image Classification | iNaturalist Many-shot 2018 | 11 | Feb 27, 2026 | ||
| Fine-grained Image Classification | Crowd Activity (test) | 11 | Feb 26, 2026 | ||
| Long-tailed Image Classification | CIFAR-100-LT λ=10 (test) | 11 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10-LT λ=10 (test) | 11 | Feb 26, 2026 |