Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 320 of 394
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | CIFAR-10 Dirichlet setting (100 clients) (test) | 5 | Feb 26, 2026 | ||
| Image Classification | ImageNet-100 (retrain) | 5 | Feb 26, 2026 | ||
| Image Classification | ImageNet-1K (retrain) | 5 | Feb 26, 2026 | ||
| Image Classification | ImageNet100-A (test) | 5 | Feb 26, 2026 | ||
| Image Classification | Office-Home Open (test) | 5 | Feb 26, 2026 | ||
| Image Classification | RSNA Pneumonia Detection 70% - 30% (test) | 5 | Feb 26, 2026 | ||
| Image Classification | ImageNet (test val) | 5 | Feb 26, 2026 | ||
| Image Classification | DTD base-to-new generalization | 5 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 (test) | 5 | Feb 26, 2026 | ||
| Classification | MNIST Class-prior Shift 10 (test) | 5 | Feb 26, 2026 | ||
| Image Classification | TINYIMAGENET full (test) | 5 | Feb 26, 2026 | ||
| Image Classification | ImageNet 1k (val) | 5 | Feb 26, 2026 | ||
| Image Classification | Stanford Cars 75% | 5 | Feb 26, 2026 | ||
| Image Classification | Stanford Cars 50% | 5 | Feb 26, 2026 | ||
| Image Classification | Stanford Cars 25% subset | 5 | Feb 26, 2026 | ||
| Image Classification | Stanford Cars 10% subset | 5 | Feb 26, 2026 | ||
| Image Classification | ELEVATER and ImageNet 21 multimodal datasets (test) | 5 | Feb 26, 2026 | ||
| Multi-label Image Classification | CelebA Multi-label (test) | 5 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 (test) | 5 | Feb 26, 2026 | ||
| Image Classification | CIFAR100 standard (test) | 5 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 standard (test) | 5 | Feb 26, 2026 | ||
| Image Classification | STL10 standard (test) | 5 | Feb 26, 2026 | ||
| Image Classification | ObjectNet 113 shared classes | 5 | Feb 26, 2026 | ||
| Image Classification | ImageNet 2000 image subset (test) | 5 | Feb 26, 2026 | ||
| Image Classification | Loc-MNIST 32-shot | 5 | Feb 26, 2026 |