Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 265 of 394
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | CIFAR-20 Label Noise 0.2 (test) | 7 | Feb 26, 2026 | ||
| Image Classification | Color-MNIST Class-prior Shift 100 (test) | 7 | Feb 26, 2026 | ||
| Image Classification | Color-MNIST Class-prior Shift 10 (test) | 7 | Feb 26, 2026 | ||
| Image Classification | Color-MNIST Label Noise 0.4 (test) | 7 | Feb 26, 2026 | ||
| Image Classification | Color-MNIST Label Noise 0.2 (test) | 7 | Feb 26, 2026 | ||
| Image Classification | MNIST LN 0.4 (test) | 7 | Feb 26, 2026 | ||
| Image Classification | MNIST LN 0.2 (test) | 7 | Feb 26, 2026 | ||
| Image Classification | ImageNet 500 | 7 | Feb 26, 2026 | ||
| Image Classification | Google500 | 7 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 | 7 | Feb 26, 2026 | ||
| Permuted Image Classification | pMNIST 3136 | 7 | Feb 26, 2026 | ||
| Permuted Image Classification | pMNIST 784 | 7 | Feb 26, 2026 | ||
| Satellite Image Classification | FMoW OOD WILDS (test) | 7 | Feb 26, 2026 | ||
| Image Classification | MNIST 5000 train, 8000 (test) | 7 | Feb 26, 2026 | ||
| Image Classification | ImageNet-S 1.0 (val) | 7 | Feb 26, 2026 | ||
| Long-tailed Image Classification | CIFAR-100 LT (Imbalance ratio 200) | 7 | Feb 26, 2026 | ||
| Long-tailed Image Classification | CIFAR-10-LT Imbalance ratio 200 | 7 | Feb 26, 2026 | ||
| Image Classification | ImageNet 1k (val) | 7 | Feb 26, 2026 | ||
| Image Classification | CelebA HeavyMakeup | 7 | Feb 26, 2026 | ||
| Image Classification | CelebA HairColor | 7 | Feb 26, 2026 | ||
| Image Classification | Digit-Five 200 clients (test) | 7 | Feb 26, 2026 | ||
| Image Classification | Digit-Five 100 clients (test) | 7 | Feb 26, 2026 | ||
| Image Classification | Digit-Five 50 clients (test) | 7 | Feb 26, 2026 | ||
| Image Classification | ImageNet-1K Robustness Variants (IN-1K, IN-V2, IN-ReaL, IN-Adv., IN-Ren., IN-Ske.) 1.0 (val) | 7 | Feb 26, 2026 | ||
| Fine-grained Image Classification | WebFG-496 | 7 | Feb 26, 2026 |