Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 218 of 394
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | DomainNet-345 (Unlabeled Common) | 9 | Feb 26, 2026 | ||
| Image Classification | DomainNet 345 (Unlabeled Private) | 9 | Feb 26, 2026 | ||
| Image Classification | VisDA-RSUT ResNet-101 (test) | 9 | Feb 26, 2026 | ||
| Few-shot Image Classification | CIFAR-FS 5-way 5-shot | 9 | Feb 26, 2026 | ||
| Few-shot Image Classification | CIFAR-FS 5-way 1-shot | 9 | Feb 26, 2026 | ||
| Image Classification | OxfordPets Pathological Non-IID (test) | 9 | Feb 26, 2026 | ||
| Image Classification | Flowers102 Pathological Non-IID (test) | 9 | Feb 26, 2026 | ||
| Image Classification | Caltech101 Pathological Non-IID (test) | 9 | Feb 26, 2026 | ||
| Image Classification | DTD Pathological Non-IID (test) | 9 | Feb 26, 2026 | ||
| Image Classification | Food101 Pathological Non-IID (test) | 9 | Feb 26, 2026 | ||
| Image Classification | Tiny-ImageNet-C Severity 1-5 | 9 | Feb 26, 2026 | ||
| Image Classification | Tiny-ImageNet-C Severity 5 | 9 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100-C Severity 1-5 | 9 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10-C Severity 1-5 | 9 | Feb 26, 2026 | ||
| Multi-task Image Classification | MNIST multi-task (test) | 9 | Feb 26, 2026 | ||
| Image classification | iNat 2021 | 9 | Feb 26, 2026 | ||
| Image Classification | ImageNette 10 classes (val) | 9 | Jun 2, 2026 | ||
| Image Classification | CIFAR100 Dirichlet 0.6 (test) | 9 | Feb 26, 2026 | ||
| Image Classification | CIFAR100 Dirichlet 0.1 (test) | 9 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 (test) | 9 | Feb 26, 2026 | ||
| Image Classification | ImageNet (val) | 9 | Feb 26, 2026 | ||
| Image Classification | MNIST-scale ideal downsampling, missing scales 1.0 (test) | 9 | Feb 26, 2026 | ||
| Image Classification | MNIST-scale non-ideal downsampling (test) | 9 | Feb 26, 2026 | ||
| Image Classification | CIFAR100 (test) | 9 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 (beta=0.3) (test) | 9 | Feb 27, 2026 |