Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 304 of 394
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | CIFAR-100 Abrupt Shift (test) | 5 | Jun 4, 2026 | ||
| Image Classification | CIFAR-100 (test) | 5 | Jun 1, 2026 | ||
| Image Classification | CIFAR-10 (test) | 5 | Jun 1, 2026 | ||
| Image Classification | Continual Multimodal Retrieval Benchmark (test) | 5 | Jun 1, 2026 | ||
| Medical Image Classification | PneumoniaMNIST (test) | 5 | Jun 1, 2026 | ||
| Image Classification | Office-Home OOD (test) | 5 | Jun 1, 2026 | ||
| Image Classification | Office-Home ID (test) | 5 | Jun 1, 2026 | ||
| Image Classification | ImageNet-1K Only One 56 | 5 | Jun 1, 2026 | ||
| Image Classification | ImageNet-1K Only One 112 | 5 | Jun 1, 2026 | ||
| Image Classification | ImageNet-1K Block Mask 112 | 5 | Jun 1, 2026 | ||
| Image Classification | ImageNet-1K Patch Mask 0.8 | 5 | Jun 1, 2026 | ||
| Image Classification | ImageNet-1K Patch Mask 0.6 | 5 | Jun 1, 2026 | ||
| Certified Image Classification | DomainNet (test) | 5 | May 29, 2026 | ||
| Certified Image Classification | CelebA (test) | 5 | May 29, 2026 | ||
| Image Classification | CelebA (test) | 5 | May 29, 2026 | ||
| Image Classification | CMNIST (test) | 5 | May 29, 2026 | ||
| Image Classification | CUB-200 OOD (7 withheld species) zero-shot 2011 | 5 | May 28, 2026 | ||
| Image Classification | CUB-200 193 in-distribution classes 2011 (test) | 5 | May 28, 2026 | ||
| Image Classification | ImageNet-1K (val) | 5 | May 27, 2026 | ||
| Zero-shot Image Classification | DataComp Medium scale 128M sample pool | 5 | May 27, 2026 | ||
| Zero-shot Image Classification and Retrieval | DataComp small 10M (train) | 5 | May 27, 2026 | ||
| Image Classification | Tiny-ImageNet alpha = 1.0 | 5 | May 27, 2026 | ||
| Image Classification | Tiny-ImageNet alpha = 0.4 | 5 | May 27, 2026 | ||
| Image Classification | Tiny-ImageNet alpha = 0.1 | 5 | May 27, 2026 | ||
| Image Classification | CIFAR-100 alpha = 1.0 | 5 | May 27, 2026 |