Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 298 of 394
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semi-supervised Image Classification | CIFAR10-LT gamma=100, 1244 labels (10%) (test) | 6 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 IID p=0.4, τ=0.5 | 6 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 IID p=0.0, τ=0.0 | 6 | Feb 26, 2026 | ||
| Medical Image Classification | ADCP (test) | 6 | Feb 26, 2026 | ||
| Medical Image Classification | ADNI (test) | 6 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 40% asymmetric label noise | 6 | Feb 26, 2026 | ||
| Image Classification | SVHN 1000-label (train test) | 6 | Feb 26, 2026 | ||
| Image Classification | SVHN 40-label (train test) | 6 | Feb 26, 2026 | ||
| Image Classification | STL-10 1000-label (train test) | 6 | Feb 26, 2026 | ||
| Image Classification | STL-10 250-label (train test) | 6 | Feb 26, 2026 | ||
| Image Classification | STL-10 40-label (train test) | 6 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 10000-label (train test) | 6 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 400-label (train test) | 6 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 4000-label (train test) | 6 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 400-label (train test) | 6 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 40-label (train/test) | 6 | Feb 26, 2026 | ||
| Image Classification | VOC | 6 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 1000 images (val) | 6 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 | 6 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 permutation invariant (test) | 6 | Feb 26, 2026 | ||
| Image Classification | Fashion MNIST permutation invariant (test) | 6 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 (test) | 6 | Feb 26, 2026 | ||
| Few-shot Image Classification | ImageNet Transfer Learning Suite 20-Shot (test) | 6 | Feb 26, 2026 | ||
| Image Classification | ImageNet Transfer Learning Suite Many-Shot (test) | 6 | Feb 26, 2026 | ||
| 5-way-5-shot classification | Few-shot Image Classification Transfer Suite (Aircraft, Caltech, Cars, Cifar10, Cifar100, DTD, Flowers, Food, Pets, SUN) various (test) | 6 | Feb 26, 2026 |