Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 246 of 394
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | CIFAR-10 (test) | 8 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 2k labels (test) | 8 | Feb 26, 2026 | ||
| Image Classification | MNIST non-permutation (test) | 8 | Feb 26, 2026 | ||
| Image Classification | CIFAR100 (test) | 8 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 (test) | 8 | Feb 26, 2026 | ||
| ImageNet Classification | ImageNet (val) | 8 | Feb 26, 2026 | ||
| Image Classification | PASCAL VOC 2012 (val) | 8 | Feb 26, 2026 | ||
| Image Classification | OFFICE DSLR → Webcam (test) | 8 | Feb 26, 2026 | ||
| Image Classification | OFFICE Amazon → Webcam (test) | 8 | Feb 26, 2026 | ||
| Histopathology Image Classification | Sjogren | 8 | Feb 26, 2026 | ||
| Histopathology Image Classification | RA | 8 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 (Pat-10) | 8 | Feb 27, 2026 | ||
| Sequential Image Classification | Sequential MNIST | 8 | Feb 26, 2026 | ||
| Image Classification | Long-Tailed CIFAR100 mu=0.01 (test) | 8 | Feb 26, 2026 | ||
| Image Classification | Long-Tailed CIFAR100 mu=0.1 (test) | 8 | Feb 26, 2026 | ||
| Image Classification | CIFAR100 mu=1 (test) | 8 | Feb 26, 2026 | ||
| Image Classification | Long-Tailed CIFAR10 mu=0.01 (test) | 8 | Feb 26, 2026 | ||
| Image Classification | Long-Tailed CIFAR10 mu=0.1 (test) | 8 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 mu=1 (test) | 8 | Feb 26, 2026 | ||
| Semi-supervised Image Classification | SVHN (test) | 8 | Feb 26, 2026 | ||
| Semi-supervised Image Classification | CIFAR10 (test) | 8 | Feb 26, 2026 | ||
| Image Classification | Fashion MNIST 66 (test) | 8 | Feb 26, 2026 | ||
| Medical Image Classification | Medical VLM Average across tasks | 8 | Feb 26, 2026 | ||
| Image Classification | UCF101 | 7 | Jul 9, 2026 | ||
| Image Classification | EuroSAT | 7 | Jul 9, 2026 |