Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 36 of 394
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| 1-D Pixel-level Image Classification | sCIFAR (test) | 46 | Feb 26, 2026 | ||
| Few-shot Image Classification | MiniImageNet 5-way 3-shot (test) | 46 | Feb 26, 2026 | ||
| Few-shot Image Classification | MiniImageNet 5-way 10-shot (test) | 46 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10-LT IF 10 | 46 | Jul 8, 2026 | ||
| 5-way Image Classification | mini-ImageNet (test) | 46 | Feb 26, 2026 | ||
| Image Classification | Terra Incognita (TerraInc) | 46 | Feb 26, 2026 | ||
| Image Classification | ImageNet (val) | 46 | Jun 4, 2026 | ||
| Long-tailed Image Classification | CIFAR10-LT imbalance factor 100 (test) | 46 | Feb 26, 2026 | ||
| Few-shot Image Classification | CIFAR-FS (test) | 46 | Feb 26, 2026 | ||
| Zero-shot Image Classification | AwA2 (test) | 46 | Feb 26, 2026 | ||
| Image Classification | MNIST original (test) | 46 | Jun 16, 2026 | ||
| Few-shot Image Classification | miniImageNet meta (test) | 46 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 | 45 | Jun 15, 2026 | ||
| Image Classification | CIFAR-10 | 45 | May 26, 2026 | ||
| Image Classification | CIFAR-100 LT IF=0.01 (test) | 45 | May 25, 2026 | ||
| Image Classification | Caltech-101 naturally imbalanced (test) | 45 | May 25, 2026 | ||
| Image Classification | CIFAR-100-LT balanced imbalance factor 0.1 (test) | 45 | May 25, 2026 | ||
| Image Classification | Tiny-ImageNet-C 30% corrupted (test) | 45 | May 25, 2026 | ||
| Image Classification | CIFAR-100-C 30% corrupted (test) | 45 | May 25, 2026 | ||
| Image Classification | iWildCam (test) | 45 | May 12, 2026 | ||
| Image Classification | ImageNet (val) | 45 | Feb 26, 2026 | ||
| Image Classification | UCF | 45 | May 7, 2026 | ||
| Image Classification | OfficeHome DomainBed suite (test) | 45 | Feb 27, 2026 | ||
| Image Classification | ImageNet-1K (val) | 45 | Feb 26, 2026 | ||
| Image Classification | SIIM-ACR (test) | 45 | Feb 26, 2026 |