Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 274 of 394
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | MNIST LS K=3 60k (test) | 6 | May 25, 2026 | ||
| Image Classification | MNIST LS K=2 60k (test) | 6 | May 25, 2026 | ||
| Image Classification | MNIST LS K=1 60k (test) | 6 | May 25, 2026 | ||
| Image Classification | MNIST Dir 0.1 60k (test) | 6 | May 25, 2026 | ||
| Image Classification | MNIST Dir 0.5 60k (test) | 6 | May 25, 2026 | ||
| Image Classification | MNIST Dir 0.8 60k (test) | 6 | May 25, 2026 | ||
| Image Classification | MNIST IID 60k (test) | 6 | May 25, 2026 | ||
| Image Classification | MNIST LS K=3 1797 | 6 | May 25, 2026 | ||
| Image Classification | MNIST LS K=2 1797 | 6 | May 25, 2026 | ||
| Image Classification | MNIST 1797 LS K=1 | 6 | May 25, 2026 | ||
| Image Classification | MNIST 1797 Dir 0.1 | 6 | May 25, 2026 | ||
| Image Classification | MNIST-1797 Dir 0.8 | 6 | May 25, 2026 | ||
| Image Classification | MNIST IID 1797 | 6 | May 25, 2026 | ||
| Image Classification | Fashion-MNIST Label Skew K=3 | 6 | May 25, 2026 | ||
| Image Classification | Fashion-MNIST Label Skew K=2 | 6 | May 25, 2026 | ||
| Image Classification | Fashion-MNIST Label Skew K=1 | 6 | May 25, 2026 | ||
| Image Classification | Fashion-MNIST Dirichlet alpha=0.1 | 6 | May 25, 2026 | ||
| Image Classification | Fashion-MNIST Dirichlet alpha=0.5 | 6 | May 25, 2026 | ||
| Image Classification | Fashion-MNIST Dirichlet alpha=0.8 | 6 | May 25, 2026 | ||
| Image Classification | MNIST 60k LS K=3 | 6 | May 25, 2026 | ||
| Image Classification | MNIST-60k LS K=2 | 6 | May 25, 2026 | ||
| Image Classification | MNIST 60k LS K=1 | 6 | May 25, 2026 | ||
| Image Classification | MNIST 60k Dir 0.1 | 6 | May 25, 2026 | ||
| Image Classification | MNIST 60k Dir 0.5 | 6 | May 25, 2026 | ||
| Image Classification | MNIST 60k Dir 0.8 | 6 | May 25, 2026 |