Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 183 of 394
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | FGVC Aircraft Novel | 11 | May 12, 2026 | ||
| Image Classification | CIFAR10 (test) | 11 | Feb 26, 2026 | ||
| Image Classification | RSICD CLS | 11 | Feb 26, 2026 | ||
| Image Classification | Country | 11 | Feb 26, 2026 | ||
| Fine-grained Image Classification | Flood Depth (test) | 11 | Feb 26, 2026 | ||
| Image Classification (Label shift) | CIFAR-10-C target clients | 11 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 l2 threat model, epsilon=0.5 (test) | 11 | Feb 27, 2026 | ||
| Image Classification | Semi-Aves USB version (test) | 11 | Feb 26, 2026 | ||
| Image Classification | Euro-SAT USB version (test) | 11 | Feb 26, 2026 | ||
| Image Classification | CIFAR100 (test) | 11 | Feb 26, 2026 | ||
| Image Classification | CIFAR100 Long-Tailed (imbalance ratio 10) (test) | 11 | Feb 26, 2026 | ||
| Image Classification | CIFAR100 Long-Tailed (imbalance ratio 50) (test) | 11 | Feb 26, 2026 | ||
| Image Classification | CIFAR100 Long-Tailed (imbalance ratio 100) (test) | 11 | Feb 26, 2026 | ||
| Medical Image Classification | DermaMNIST v2 (test) | 11 | Feb 26, 2026 | ||
| Multi-label Image Classification | VG500 | 11 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10-N | 11 | Feb 26, 2026 | ||
| Medical Image Classification | Real (last five rounds average) | 11 | Feb 26, 2026 | ||
| Image Classification | ImageNet (val) | 11 | Feb 26, 2026 | ||
| Image Classification | Office-31 ResNet-50 (full) | 11 | Feb 26, 2026 | ||
| Image Classification | CLIP Classification Suite | 11 | Feb 26, 2026 | ||
| Image Classification | ImageNet 1k (val) | 11 | Feb 26, 2026 | ||
| Zero-Shot Image Classification | AWA2 | 11 | Feb 26, 2026 | ||
| Image Classification | HatefulMemes I (test) | 11 | Feb 26, 2026 | ||
| Image Classification | ImageNet 1K (val) | 11 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 (test) | 11 | Feb 26, 2026 |