Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 175 of 394
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Medical Image Classification | Kvasir (test) | 12 | Feb 26, 2026 | ||
| Image Classification | Semi-iNat 2021 (val) | 12 | Feb 26, 2026 | ||
| Image Classification | MNIST (test) | 12 | Feb 26, 2026 | ||
| Image Classification | F-MNIST IDN-50% (test) | 12 | Feb 26, 2026 | ||
| Image Classification | F-MNIST IDN-40% (test) | 12 | Feb 26, 2026 | ||
| Image Classification | F-MNIST IDN-30% (test) | 12 | Feb 26, 2026 | ||
| Image Classification | F-MNIST IDN-20% (test) | 12 | Feb 26, 2026 | ||
| Image Classification | F-MNIST IDN-10% (test) | 12 | Feb 26, 2026 | ||
| Image Classification | Food-101 LT | 12 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 Long-tailed Imbalance factor 0.02 (test) | 12 | Feb 26, 2026 | ||
| Image Classification | Long-tailed CIFAR-10 Imbalance factor 0.1 (test) | 12 | Feb 26, 2026 | ||
| Image Classification | Long-tailed CIFAR-10 Imbalance factor 0.01 (test) | 12 | Feb 26, 2026 | ||
| Fine-grained Image Classification | Drink-Bottle (test) | 12 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 (test) | 12 | Feb 26, 2026 | ||
| Fine-grained Image Classification | iNaturalist 2018 (test) | 12 | Feb 27, 2026 | ||
| Image Classification | CIFAR100 (IM=50) LT (test) | 12 | Feb 26, 2026 | ||
| Image Classification | SoyCultivarLocal (test) | 12 | Feb 26, 2026 | ||
| Image Classification | CottonCultivar80 (test) | 12 | Feb 26, 2026 | ||
| Long-tailed Image Classification | CIFAR-100-LT λ=50 (test) | 12 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10-LT λ=50 (test) | 12 | Feb 26, 2026 | ||
| Image Classification | ImageNet-1K fine-tuning after ImageNet-21K pre-training (test) | 12 | Feb 26, 2026 | ||
| Few-shot image classification | CIFAR-FS 100 variant (test) | 12 | Feb 26, 2026 | ||
| Image Classification | ImageNet UnBiased 1k | 12 | Feb 26, 2026 | ||
| Image Classification | COCO-Crop (test) | 12 | Feb 26, 2026 | ||
| Image Classification | AWA1 (unseen) | 12 | Feb 26, 2026 |