Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | Rotated MNIST m=2400 (test) | 20 | Jun 24, 2026 | ||
| Image Classification | Rotated MNIST m=1200 (test) | 20 | Jun 24, 2026 | ||
| Image Classification | ImageNet (val) | 20 | Jun 16, 2026 | ||
| Image Classification | ImageNet 1k (test) | 20 | Jun 16, 2026 | ||
| Image Classification | CIFAR-10 | 20 | Jun 15, 2026 | ||
| Image Classification | CIFAR-10 | 20 | Jun 15, 2026 | ||
| Image Classification | MNIST standard (test) | 20 | Jun 11, 2026 | ||
| Image Classification | ImageNet-1K Clean | 20 | Jun 23, 2026 | ||
| Image Classification | MNIST | 20 | Jun 2, 2026 | ||
| Image Classification | CIFAR-100-LTN Asymmetric Noise IF=10, NR=40% (test) | 20 | May 25, 2026 | ||
| Image Classification | CIFAR-100-LTN Symmetric Noise IF=10, NR=40% (test) | 20 | May 25, 2026 | ||
| Image Classification | FusionBench 20-task suite | 20 | May 14, 2026 | ||
| Image Classification | FusionBench 14-task suite | 20 | May 14, 2026 | ||
| Image Classification | PCam | 20 | May 12, 2026 | ||
| Image Classification | MHIST | 20 | May 12, 2026 | ||
| Image Classification | CRC100k | 20 | May 12, 2026 | ||
| Image Classification | Fashion-MNIST | 20 | Jul 9, 2026 | ||
| Image Classification | ImageNet | 20 | May 11, 2026 | ||
| Image Classification | CIFAR-100 | 20 | May 11, 2026 | ||
| Image Classification | ImageNet | 20 | May 11, 2026 | ||
| Image Classification | CIFAR-100 | 20 | May 11, 2026 | ||
| Image Classification | Vision Classification Suite (CIFAR-100, EuroSAT, RESISC45, Stanford Cars, FGVC Aircraft, DTD, CIFAR-10, Oxford-IIIT Pets) (test) | 20 | May 5, 2026 | ||
| Remote Sensing Image Classification | LCZ HK | 20 | Apr 10, 2026 | ||
| Remote Sensing Image Classification | Yellow River Estuary | 20 | Apr 10, 2026 | ||
| Remote Sensing Image Classification | Augsburg | 20 | Apr 10, 2026 |