Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 241 of 394
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | Flowers | 8 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 | 8 | Feb 26, 2026 | ||
| Image Classification | Digit Datasets (MNIST, USPS, SVHN, MNIST-M) | 8 | Feb 26, 2026 | ||
| Image Classification | MNIST-M (MM) (test) | 8 | Feb 26, 2026 | ||
| Image Classification | MNIST MT (test) | 8 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 | 8 | Feb 26, 2026 | ||
| Image Classification Robustness | ImageNet-C mean over shifts v1 (test) | 8 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 Low Data Heterogeneity | 8 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 Low Data Heterogeneity | 8 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 High Data Heterogeneity | 8 | Feb 26, 2026 | ||
| Semi-supervised Learning | ImageNet 1k (10%) | 8 | Feb 26, 2026 | ||
| Image Classification | ImageNet | 8 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 all-to-all setting, WaNet attack (test) | 8 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 all-to-all setting DynamicAtt attack (test) | 8 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 all-to-all setting, SIG attack (test) | 8 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 all-to-all setting, Blend attack (test) | 8 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 all-to-all setting, Badnet attack (test) | 8 | Feb 26, 2026 | ||
| Image Classification | MF-Dominoes (test) | 8 | May 21, 2026 | ||
| Image Classification | ColoredMNIST 1.0 (Dout) | 8 | Feb 27, 2026 | ||
| Image Classification | ColoredMNIST 1.0 (Din) | 8 | Feb 27, 2026 | ||
| Image Classification | CelebA Synthetic Patch Training Distribution (Dtr) (test) | 8 | Feb 27, 2026 | ||
| Image Classification | ImageNetV2 Top Images Ti (test) | 8 | Feb 26, 2026 | ||
| Image Classification | ImageNetV2 Threshold 0.7 (test) | 8 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 (test) | 8 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 intact (test) | 8 | Feb 26, 2026 |