Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 88 of 394
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Partial-Label Image Classification | CIFAR-100 | 22 | Feb 26, 2026 | ||
| Partial-Label Image Classification | CIFAR-10 | 22 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 50% symmetric noise | 22 | May 21, 2026 | ||
| Image Classification | CIFAR-100 20% symmetric noise | 22 | May 21, 2026 | ||
| Long-tailed Image Classification | CIFAR100-LT Uniform distribution IR100 (test) | 22 | Feb 26, 2026 | ||
| Image Classification | ImageNet-1K 64x64 | 22 | Feb 27, 2026 | ||
| Image Classification | CLEVR | 22 | Apr 3, 2026 | ||
| Image Classification | CIFAR-10 (test) | 22 | Feb 26, 2026 | ||
| Image Classification | ImageNet mobile setting | 22 | Feb 26, 2026 | ||
| Long-tailed Image Classification | CIFAR10-LT IF 50 (test) | 22 | Jun 23, 2026 | ||
| Image Classification | CIFAR-100 (test) | 22 | Feb 26, 2026 | ||
| Image Classification | R-MNIST | 22 | Feb 26, 2026 | ||
| Image Classification | P-MNIST | 22 | Feb 26, 2026 | ||
| Image Classification | M(CIFAR100-20, F-CelebA) Overall | 22 | Feb 26, 2026 | ||
| Image Classification | M(EMNIST-20, F-EMNIST) | 22 | Feb 26, 2026 | ||
| Image Classification | M(CIFAR100-10, F-CelebA) (Overall) | 22 | Feb 26, 2026 | ||
| Image Classification | M(EMNIST-10, F-EMNIST) Overall | 22 | Feb 26, 2026 | ||
| Few-shot image classification | MiniImageNet ILSVRC-2012 (test) | 22 | Feb 26, 2026 | ||
| Image Classification | ImageNet 10% labels 1k (train) | 22 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 ε = 36/255 (test) | 22 | Feb 26, 2026 | ||
| Image Classification | ImageNet 1% labeled subset 1k (test) | 22 | Feb 26, 2026 | ||
| Semi-supervised Image Classification | CIFAR-10 standard (test) | 22 | Feb 26, 2026 | ||
| Image Classification | iNaturalist 2017 | 22 | Feb 26, 2026 | ||
| Image Classification | WebVision mini 1.0 (val) | 22 | Feb 26, 2026 | ||
| Image Classification | ImageNet ILSVRC 10% labeled examples 2012 | 22 | Feb 26, 2026 |