Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
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Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | Stanford Cars (test) | 320 | Jun 30, 2026 | ||
| Image Classification | ImageNet-1K (val) | 317 | Jun 29, 2026 | ||
| Fine-grained Image Classification | CUB-200 2011 | 317 | Jun 4, 2026 | ||
| Image Classification | CUB-200-2011 (test) | 316 | Jun 30, 2026 | ||
| Image Classification | DTD (test) | 316 | May 25, 2026 | ||
| Image Classification | CIFAR-100 | 302 | Feb 26, 2026 | ||
| Image Classification | CIFAR100 | 301 | Jun 2, 2026 | ||
| Image Classification | ImageNet (val) | 300 | Feb 26, 2026 | ||
| Image Classification | ImageNet (test) | 299 | Mar 5, 2026 | ||
| Image Classification | PACS | 299 | Jul 7, 2026 | ||
| Image Classification | OxfordPets | 298 | May 27, 2026 | ||
| Fine-grained Image Classification | Stanford Cars | 298 | Jun 25, 2026 | ||
| Image Classification | CIFAR-100 (test) | 295 | May 25, 2026 | ||
| Image Classification | CIFAR-100 original (test) | 293 | Mar 30, 2026 | ||
| Image Classification | GTSRB | 291 | Feb 27, 2026 | ||
| Image Classification | iNaturalist 2018 | 291 | Mar 4, 2026 | ||
| Image Classification | FGVCAircraft | 289 | May 26, 2026 | ||
| Image Classification | TinyImageNet (val) | 289 | Jun 1, 2026 | ||
| Image Classification | CIFAR-100 (test) | 287 | Mar 6, 2026 | ||
| Image Classification | ImageNet-ReaL | 287 | Jul 9, 2026 | ||
| Image Classification | CIFAR10 (test) | 284 | Feb 27, 2026 | ||
| Image Classification | Waterbirds | 283 | Jul 2, 2026 | ||
| Image Classification | CIFAR10 | 282 | Jun 2, 2026 | ||
| Image Classification | PACS (test) | 279 | May 11, 2026 | ||
| Image Classification | CIFAR-10 (test) | 273 | Feb 26, 2026 |