Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 105 of 394
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Zero-shot Image Classification | ImageNet V2 (test) | 19 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 (test) | 19 | Mar 6, 2026 | ||
| Image Classification | CIFAR-100 N (test) | 19 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10N (test) | 19 | Mar 24, 2026 | ||
| Image Classification | ImageNet Distribution Shifts Average of ImageNet-V2, ImageNet-R, ImageNet-Sketch, ObjectNet, and ImageNet-A (test) | 19 | Feb 26, 2026 | ||
| Image Classification | ImageNet 16-shot (Source) | 19 | Feb 26, 2026 | ||
| 5-way Image Classification | CIFAR FS | 19 | May 26, 2026 | ||
| Image Classification | Food101N | 19 | May 19, 2026 | ||
| Long-tailed Image Classification | CIFAR100-LT IF 50 (test) | 19 | Feb 26, 2026 | ||
| Image Classification | ImageNet 1K (test val) | 19 | Feb 26, 2026 | ||
| Fine-grained Image Classification | CUB 5-way | 19 | Feb 26, 2026 | ||
| Image Classification | C-MNIST (test) | 19 | Jun 4, 2026 | ||
| Image Classification | ImageSquawk 128x128 (val) | 19 | May 14, 2026 | ||
| Image Classification | ImageMeow 128x128 (val) | 19 | May 14, 2026 | ||
| Fine-grained Image Classification | iNaturalist 2017 (test) | 19 | Feb 26, 2026 | ||
| Image Classification | ImageNet (val) | 19 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 (train test) | 19 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 (train test) | 19 | Feb 26, 2026 | ||
| Image Classification | ImageNet original (test) | 19 | Jun 25, 2026 | ||
| Image Classification | ColoredMNIST (CMNIST) (test) | 19 | Feb 26, 2026 | ||
| Image Classification | ImageNet natural distribution shift v2 (test) | 19 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 (test) | 19 | Feb 26, 2026 | ||
| Image Classification | LabelMe (test) | 19 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 60% symmetric noise (test) | 19 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 40% symmetric noise (test) | 19 | Feb 26, 2026 |