Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 152 of 394
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | CIFAR-10 | 13 | Feb 27, 2026 | ||
| Image Classification | CIFAR-10 500 clients, 2% participation (i.i.d.) | 13 | Feb 27, 2026 | ||
| Image Classification | Average (CIFAR, CUB, Flowers, Food, Pets, VWW) | 13 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10-LT (ρ = 0.1) | 13 | May 4, 2026 | ||
| Image Classification | CIFAR-10-LT ρ = 0.01 | 13 | May 4, 2026 | ||
| Image Classification | m-forestnet (test) | 13 | Mar 10, 2026 | ||
| Image Classification | FMNIST | 13 | Feb 26, 2026 | ||
| Image Classification | MNIST | 13 | Feb 26, 2026 | ||
| Image Classification | CIFAR100 standard (test) | 13 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 | 13 | Feb 26, 2026 | ||
| Image Classification | CIFAR100 (test) | 13 | Feb 26, 2026 | ||
| Image Classification | MNIST non-iid (4 classes/client) (test) | 13 | Feb 26, 2026 | ||
| Image Classification | VLCS | 13 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 | 13 | Feb 26, 2026 | ||
| Image Classification | DomainNet | 13 | Feb 26, 2026 | ||
| 3D Medical Image Classification | VLM3D Challenge | 13 | Feb 26, 2026 | ||
| Image Classification | 11-dataset VLM Generalization Suite base-to-novel | 13 | Feb 27, 2026 | ||
| Image Classification | ImageNet-1K (val) | 13 | Feb 26, 2026 | ||
| Image Classification | Waterhemp (test) | 13 | Feb 26, 2026 | ||
| Image Classification | Cotton Leaf Disease Dataset (test) | 13 | Jun 15, 2026 | ||
| Image Classification | ImageNet-C | 13 | Feb 26, 2026 | ||
| Fine-grained Image Classification | CU-Tree102 | 13 | Feb 26, 2026 | ||
| Image Classification | Food101 5-way 5-shot (test) | 13 | Feb 26, 2026 | ||
| Image Classification | Oxford-IIIT Pet 5-way 5-shot (test) | 13 | Feb 26, 2026 | ||
| Image Classification | Stanford Dogs 5-way 5-shot (test) | 13 | Feb 26, 2026 |