Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 319 of 394
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | Stanford-Cars Symmetric Noise 0.4 (test) | 5 | Feb 26, 2026 | ||
| Image Classification | Stanford-Cars Symmetric Noise 0.2 (test) | 5 | Feb 26, 2026 | ||
| Image Classification | Tiny-ImageNet Instance-dependent Noise 0.4 (test) | 5 | Feb 26, 2026 | ||
| Image Classification | Tiny-ImageNet Instance-dependent Noise 0.3 (test) | 5 | Feb 26, 2026 | ||
| Image Classification | Tiny-ImageNet Instance-dependent Noise 0.2 (test) | 5 | Feb 26, 2026 | ||
| Image Classification | Tiny-ImageNet Symmetric Noise 0.6 (test) | 5 | Feb 26, 2026 | ||
| Image Classification | Tiny-ImageNet Symmetric Noise 0.4 (test) | 5 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 Instance-dependent Noise 0.4 (test) | 5 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 Instance-dependent Noise 0.3 (test) | 5 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 Instance-dependent Noise 0.2 (test) | 5 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 Symmetric Noise 0.2 (test) | 5 | Feb 26, 2026 | ||
| Image Classification | 9 Vision Tasks ImageNet-1K added (test) | 5 | Feb 26, 2026 | ||
| Image Classification | Base-to-novel generalization benchmark CLIP-based (test) | 5 | Feb 26, 2026 | ||
| Image Classification | EMNIST Digits (test) | 5 | Feb 26, 2026 | ||
| Image Classification | QMNIST (test) | 5 | Feb 26, 2026 | ||
| Image Classification | Kuzushiji-MNIST (KMNIST) (test) | 5 | Feb 26, 2026 | ||
| Image Classification | MNIST (test) | 5 | Feb 26, 2026 | ||
| Medical Image Classification | Messidor | 5 | Feb 26, 2026 | ||
| Image Classification | BVFC (9K) | 5 | Feb 27, 2026 | ||
| Image Classification | ImageNet 5-shot (val) | 5 | Feb 26, 2026 | ||
| Image Classification | ImageNet 2-shot (val) | 5 | Feb 26, 2026 | ||
| Image Classification | ImageNet 1-shot (val) | 5 | Feb 26, 2026 | ||
| Image Classification | LAD | 5 | Feb 26, 2026 | ||
| Image Classification | Classification Dataset | 5 | Jun 18, 2026 | ||
| Image Classification | CIFAR-100 Dirichlet setting (100 clients) (test) | 5 | Feb 26, 2026 |