Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 136 of 394
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Classification | Caltech-UCSD Birds (CUB) 5-shot (test) | 15 | Feb 26, 2026 | ||
| Image Classification | ImageNet 1K 100K labels | 15 | Feb 26, 2026 | ||
| Image Classification | TinyImageNet 44 (test) | 15 | Feb 26, 2026 | ||
| Image Classification | STL10 43 (test) | 15 | Feb 26, 2026 | ||
| Image Classification | M(CIFAR100-20, F-CelebA) | 15 | Feb 26, 2026 | ||
| Image Classification | M(CIFAR100-10, F-CelebA) | 15 | Feb 26, 2026 | ||
| Image Classification | Shift-MNIST (test) | 15 | Feb 26, 2026 | ||
| Image Classification | Mini-Imagenet (20-split) | 15 | Feb 26, 2026 | ||
| Image Classification | MNIST vectorized (test) | 15 | Feb 26, 2026 | ||
| Animal species (186 classes). Domains: 324 camera locations. | iWildCam-WILDS (val) | 15 | Feb 26, 2026 | ||
| Image Classification | ImageNet (val) | 15 | Feb 26, 2026 | ||
| Generalized Few-Shot Image Classification | MiniImageNet (test) | 15 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 | 15 | Feb 26, 2026 | ||
| Image Classification | CIFAR-LT-100 Imbalance Factor 20 (test) | 15 | Feb 26, 2026 | ||
| Image Classification | CIFAR-LT-100 Imbalance Factor 200 (test) | 15 | Feb 26, 2026 | ||
| Image Classification | Pascal VOC 2007 (test) | 15 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 4,000 labels (train) | 15 | Feb 26, 2026 | ||
| Image Classification | SVHN 1,000 labels (train) | 15 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 (test) | 15 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 (test) | 15 | Feb 26, 2026 | ||
| Image Classification | WebVision first 50 classes (val) | 15 | Feb 26, 2026 | ||
| Few-shot Image Classification | CelebA | 15 | Feb 26, 2026 | ||
| Few-Shot Image Classification | Omniglot 5-Way | 15 | Feb 26, 2026 | ||
| Image Classification | MNIST to MNIST-M | 15 | Feb 26, 2026 | ||
| Image Classification | ImageNet 3-hop split | 15 | Feb 26, 2026 |