Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 144 of 394
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | TissueMNIST USB 80 labels | 14 | Feb 26, 2026 | ||
| Image Classification | EuroSat USB 40 labels | 14 | Feb 26, 2026 | ||
| Image Classification | EuroSat USB 20 labels | 14 | Feb 26, 2026 | ||
| Image Classification | STL-10 USB 100 labels | 14 | Feb 26, 2026 | ||
| Image Classification | STL-10 USB (40 labels) | 14 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 USB 400 labels | 14 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 USB (200 labels) | 14 | Feb 26, 2026 | ||
| Image Classification | CINIC-10 100 clients (test) | 14 | Feb 26, 2026 | ||
| Image Classification | CINIC-10 20 clients (test) | 14 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 20 clients (test) | 14 | Feb 26, 2026 | ||
| Image Classification | Fashion-MNIST 100 clients (test) | 14 | Feb 26, 2026 | ||
| Image Classification | Fashion-MNIST 20 clients (test) | 14 | Feb 26, 2026 | ||
| Image Classification | ImageNet (val) | 14 | Feb 26, 2026 | ||
| Image Classification | Tiny ImageNet | 14 | Feb 26, 2026 | ||
| Image Classification | ImageNet-K 1.0 (test) | 14 | Feb 26, 2026 | ||
| Image Classification | MNIST-R 64 rotations (test) | 14 | Feb 26, 2026 | ||
| Image Classification | Transfer Learning Suite (FGVC-Aircraft, Caltech-101, CIFAR-10, CIFAR-100, DTD, Oxford-102 Flowers, Food-101, Oxford-IIIT Pets, SUN397) (test or val) | 14 | Feb 26, 2026 | ||
| Image Classification | ImageNetV2 original (test) | 14 | Feb 26, 2026 | ||
| Image Classification | ImageNet-A original (test) | 14 | Feb 26, 2026 | ||
| Image Classification | ImageNet-C mild scenario (severity level 5) | 14 | Jul 2, 2026 | ||
| Image Classification | CIFAR100 50+50 | 14 | Feb 26, 2026 | ||
| Classification | Fine-grained classification benchmarks (Food-101, CIFAR-10, CIFAR-100, SUN397, Stanford Cars, FGVC Aircraft, Pascal VOC 2007, DTD, Oxford-IIIT Pets, Caltech-101, Oxford Flowers 102, CUB-200-2011) | 14 | Feb 26, 2026 | ||
| Temporal Image Classification | MS-CXR-T (test) | 14 | Feb 26, 2026 | ||
| Image Classification | SUN397 Base | 14 | Feb 26, 2026 | ||
| Image Classification | Stanford Cars (Novel) | 14 | Feb 26, 2026 |