Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 222 of 394
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | FLIR ADAS Thermal Domain (test) | 9 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 gamma=150 (test) | 9 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 gamma=100 (test) | 9 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 gamma=50 (test) | 9 | Feb 26, 2026 | ||
| Image Classification | Office-Caltech Multi-source | 9 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 (test) | 9 | Feb 26, 2026 | ||
| Image Classification | aPY Proposed Split 2.0 | 9 | Feb 26, 2026 | ||
| Image Classification | AWA2 Proposed Split | 9 | Feb 26, 2026 | ||
| Image Classification | CUB 5-shot | 9 | Jun 2, 2026 | ||
| 5-way Image Classification | FC-100 5-way (test) | 9 | Feb 26, 2026 | ||
| Low-shot Image Classification | Places 205 | 9 | Feb 27, 2026 | ||
| Image Classification | CIFAR-10 | 9 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 250 labeled samples | 9 | Feb 26, 2026 | ||
| Classification | Structured Noise Fashion MNIST (train) | 9 | Feb 26, 2026 | ||
| Image Classification | Colored Fashion MNIST (test) | 9 | Feb 26, 2026 | ||
| Image Classification | Colored Fashion MNIST (train) | 9 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 symmetric noise | 9 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 symmetric noise | 9 | Feb 26, 2026 | ||
| Fine-grained Image Classification | Dogs | 9 | Feb 26, 2026 | ||
| Image Classification | 2D Noisy XOR (test) | 9 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 1k labels (test) | 9 | Feb 26, 2026 | ||
| Image Classification | ImageNet (val) | 9 | Feb 26, 2026 | ||
| Zero-Shot Image Classification | AWA unseen (test) | 9 | Feb 27, 2026 | ||
| Image Classification | CIFAR-100 data-augmented (test) | 9 | Feb 26, 2026 | ||
| Image Classification | Average Performance (MNIST, C10, C100, SVHN) (test) | 9 | Feb 26, 2026 |