Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 202 of 394
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | Food 251 (test) | 10 | Feb 26, 2026 | ||
| Image Classification | Real Blurry Images (test) | 10 | Feb 26, 2026 | ||
| Image Classification | SUN original (test) | 10 | Feb 26, 2026 | ||
| Image Classification | Pets original (test) | 10 | Feb 26, 2026 | ||
| Image Classification | DTD original (test) | 10 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 original (test) | 10 | Feb 26, 2026 | ||
| Image Classification | Cars original (test) | 10 | Feb 26, 2026 | ||
| Image Classification | Caltech original (test) | 10 | Feb 26, 2026 | ||
| Image Classification | Birdsnap original (test) | 10 | Feb 26, 2026 | ||
| Image Classification | Aircraft original (test) | 10 | Feb 26, 2026 | ||
| Image Classification | tiered-Imagenet novel (test) | 10 | Feb 26, 2026 | ||
| Image Classification | Office-Home medium-sized (test) | 10 | Feb 26, 2026 | ||
| Task-incremental Image Classification | Tiny-ImageNet 200 10 (test) | 10 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 (test) | 10 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 | 10 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 Imbalance Ratio 100 Heteroskedastic Noise (val) | 10 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 Imbalance Ratio 10, Heteroskedastic Noise (val) | 10 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 (test) | 10 | Feb 26, 2026 | ||
| Image Classification | YouTube-BB | 10 | Feb 26, 2026 | ||
| Image Classification | ImageNet-Vid | 10 | Feb 26, 2026 | ||
| Sequential Image Classification | pMNIST average over 3 seeds (val) | 10 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 Long Tailed Imbalance Ratio 10 (test) | 10 | Feb 26, 2026 | ||
| Pixel-by-pixel image classification | sMNIST pixel-by-pixel (test) | 10 | Feb 26, 2026 | ||
| Image Classification | ImageNet 10% labels (test val) | 10 | Feb 26, 2026 | ||
| Image Classification | ImageNet (val) | 10 | Feb 26, 2026 |