Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 237 of 394
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | Stanford Cars 4-shot | 8 | Feb 26, 2026 | ||
| Image Classification | FGVC Aircraft 4-shot | 8 | Feb 26, 2026 | ||
| Image Classification | UCF101 4-shot | 8 | Feb 26, 2026 | ||
| Image Classification | Caltech 101 4-shot | 8 | Feb 26, 2026 | ||
| Image Classification | Flowers102 4-shot | 8 | Feb 26, 2026 | ||
| Image Classification | DTD 4-shot | 8 | Feb 26, 2026 | ||
| Image Classification | Food101 4-shot | 8 | Feb 26, 2026 | ||
| Image Classification | STL10 downstream | 8 | Feb 26, 2026 | ||
| Image Classification | ImageNet Robustness 1K A R O Sketch V2 | 8 | Feb 26, 2026 | ||
| Image Classification | SI Background Challenge | 8 | Feb 26, 2026 | ||
| Image Classification | Avg. of cross-dataset Target multiple (test) | 8 | Feb 26, 2026 | ||
| Image Classification | ImageNet Source 1k (train) | 8 | Feb 26, 2026 | ||
| Image Classification | ImageNet 32-100 | 8 | Feb 27, 2026 | ||
| Image Classification | CIFAR100 | 8 | Feb 26, 2026 | ||
| Medical Image Classification | CheXpert 13 classes (test) | 8 | Feb 26, 2026 | ||
| Medical Image Classification | MURA 2 classes (test) | 8 | Feb 26, 2026 | ||
| Image Classification | CUB, Oxford-IIIT Pets, Stanford Dogs, NABirds Different Label Spaces (avg across pairs) | 8 | Feb 26, 2026 | ||
| Image Classification | DomainNet Same Label Space avg across pairs | 8 | Feb 26, 2026 | ||
| Fine-grained Image Classification | BioCLIP-Rare (BCR) | 8 | Mar 26, 2026 | ||
| Image Classification | ImageNet Robustness Suite IN-C, C-bar, A, D, Sketch, Drawing, Cartoon, Hard (val) | 8 | Feb 26, 2026 | ||
| Image Classification | ImageNet 1k (val) | 8 | Feb 26, 2026 | ||
| Image Classification | CIFAR100 (train) | 8 | Feb 26, 2026 | ||
| Image Classification | FMNIST (train) | 8 | May 12, 2026 | ||
| Image Classification | FGVC and VTAB 24 tasks (test) | 8 | Feb 26, 2026 | ||
| Image Classification | SVHN (test) | 8 | Feb 26, 2026 |