Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 297 of 394
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | CIFAR-100 Type-II 35% Polynomial Margin Diminishing Noise 1.0 (test) | 6 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 Type-I 35% Polynomial Margin Diminishing Noise 1.0 (test) | 6 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 Type-III 35% Polynomial Margin Diminishing Noise 1.0 (test) | 6 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 Type-II 35% Polynomial Margin Diminishing Noise 1.0 (test) | 6 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 Type-I 35% Polynomial Margin Diminishing Noise 1.0 (test) | 6 | Feb 26, 2026 | ||
| Image Classification | ImageNet (val) | 6 | Feb 26, 2026 | ||
| Classification | Imagenet | 6 | Feb 26, 2026 | ||
| Image Classification | Restricted ImageNet (test) | 6 | Feb 27, 2026 | ||
| Image Classification | ImageNette (test) | 6 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 (test) | 6 | Feb 26, 2026 | ||
| Image Classification | mini-ImageNet 10000 labels (train) | 6 | Feb 26, 2026 | ||
| Image Classification | mini-ImageNet 4000 labels (train) | 6 | Feb 26, 2026 | ||
| Image Classification | ImageNet (test) | 6 | Feb 27, 2026 | ||
| Image Classification | ImageNet 10% labels (val) | 6 | Feb 26, 2026 | ||
| Image Classification | ImageNet 1% labels (val) | 6 | Feb 26, 2026 | ||
| Image Classification | Distribution Shift Robustness Suite various (test) | 6 | Feb 26, 2026 | ||
| Image Classification | Office-Home Partial-set DA | 6 | Feb 26, 2026 | ||
| Image Classification | Semi-Aves (U = U_in + U_out) | 6 | Jun 16, 2026 | ||
| Image Classification | Semi-Aves (U = U_in) | 6 | Jun 16, 2026 | ||
| Few-shot Image Classification | VisDA (test) | 6 | Feb 26, 2026 | ||
| Few-shot Image Classification | PACS (test) | 6 | Feb 26, 2026 | ||
| Few-shot Image Classification | OfficeHome (test) | 6 | Feb 26, 2026 | ||
| Semi-supervised Image Classification | CIFAR10 250 labels (2%) (test) | 6 | Feb 26, 2026 | ||
| Semi-supervised Image Classification | CIFAR10 40 labels (0.08%) (test) | 6 | Feb 26, 2026 | ||
| Semi-supervised Image Classification | CIFAR10-LT gamma=200, 1125 labels (10%) (test) | 6 | Feb 26, 2026 |