Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 299 of 394
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | CIFAR-100 OOD (test) | 6 | Feb 26, 2026 | ||
| Image Classification | ImageNet OOD DEEPNETS-1M (test) | 6 | Feb 26, 2026 | ||
| Image Classification | ImageNet-1K (val) | 6 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 (test) | 6 | Feb 26, 2026 | ||
| Image Classification | MNIST (test) | 6 | Feb 26, 2026 | ||
| Image Classification | ImageNet-100C (test) | 6 | Jun 16, 2026 | ||
| Image Classification | Background Challenge (test) | 6 | Feb 26, 2026 | ||
| Image Classification | ImageNet-C-9 (test) | 6 | Feb 26, 2026 | ||
| Image Classification | ImageNet-R-9 (test) | 6 | Feb 26, 2026 | ||
| Image Classification | Stylized-ImageNet-9 (test) | 6 | Feb 26, 2026 | ||
| Image Classification | ImageNet-Sketch 9 (test) | 6 | Feb 26, 2026 | ||
| Image Classification | ImageNet 9 (test) | 6 | Feb 26, 2026 | ||
| Image Classification | SVHN → MNIST-LT IF=100 (test) | 6 | Feb 26, 2026 | ||
| Image Classification | SVHN → MNIST-LT IF=50 (test) | 6 | Feb 26, 2026 | ||
| Image Classification | SVHN → MNIST-LT (IF=20) (test) | 6 | Feb 26, 2026 | ||
| Image Classification | SVHN → MNIST-LT (IF=1) (test) | 6 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100-LT STEP profile (test) | 6 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10-LT STEP-100 profile (test) | 6 | Feb 26, 2026 | ||
| Image Classification | Disjoint MNIST (test) | 6 | Feb 26, 2026 | ||
| Few-shot Image Classification | ImageNet 5-shot | 6 | Feb 26, 2026 | ||
| Image Classification | JFT (test) | 6 | Feb 26, 2026 | ||
| Image Classification | Avg 5 (ImageNet, CIFAR-10, CIFAR-100, Pets, Flowers) 1 (test) | 6 | Feb 26, 2026 | ||
| Image Classification | ImageNet-ReaL 1 (test) | 6 | Feb 26, 2026 | ||
| Image Classification | 12 Downstream Classification Tasks (Food-101, CIFAR10, CIFAR100, Birdsnap, SUN397, Cars, Aircraft, VOC2007, DTD, Pets, Caltech-101, Flowers) standard (test) | 6 | Feb 26, 2026 | ||
| Image Classification | ImageNet (val) | 6 | Feb 26, 2026 |