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SOTA2 Research · benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
| Task | Dataset | Domain | Trend | Results | Last Update |
|---|---|---|---|---|---|
| Image Classification | EMNIST (test) | 272 | Jun 24, 2026 | ||
| Image Classification | DomainNet (test) | 272 | Jun 16, 2026 | ||
| Image Classification | Tiny-ImageNet | 269 | Apr 24, 2026 | ||
| Image Classification | ImageNet LT |
| 264 |
| Jun 23, 2026 |
| Image Classification | ImageNet (val) | 260 | Jun 23, 2026 |
|---|
| Image Classification | ImageWoof (test) | 254 | Jun 2, 2026 |
|---|
| Image Classification | SUN397 (test) | 251 | Jun 30, 2026 |
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| Image Classification | ObjectNet | 251 | May 29, 2026 |
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| Image Classification | ImageNet-100 (val) | 250 | Jul 7, 2026 |
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| Image Classification | CIFAR-10 | 246 | Mar 10, 2026 |
|---|
| Long-Tailed Image Classification | ImageNet-LT (test) | 246 | May 12, 2026 |
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| Image Classification | Oxford Flowers 102 | 244 | Jul 8, 2026 |
|---|
| Image Classification | CIFAR10 | 240 | Feb 27, 2026 |
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| Image Classification | Fashion MNIST | 240 | Mar 31, 2026 |
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| Image Classification | DomainNet | 238 | May 12, 2026 |
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| Image Classification | ImageNet 2012 (val) | 237 | Jun 9, 2026 |
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| Few-shot image classification | Mini-Imagenet (test) | 235 | Feb 26, 2026 |
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| Image Classification | ImageNet (test) | 235 | Jun 15, 2026 |
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| Image Classification | CIFAR-100 Long-Tailed (test) | 234 | Apr 7, 2026 |
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| Image Classification | mini-ImageNet (test) | 232 | Jul 1, 2026 |
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| Image Classification | ImageNet V2 (test) | 232 | Jun 25, 2026 |
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| Image Classification | iNaturalist 2018 (test) | 232 | Jun 29, 2026 |
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| Image Classification | Tiny-ImageNet | 230 | Mar 17, 2026 |
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| Image Classification | Caltech101 | 228 | Mar 27, 2026 |
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| Image Classification | EuroSAT | 226 | May 1, 2026 |
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