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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 | EuroSAT (test) | 195 | Jul 9, 2026 | ||
| Image Classification | 8-task Vision Benchmark | 193 | May 28, 2026 | ||
| Image Classification | CIFAR-10 LT | 192 | Jun 16, 2026 | ||
| Image Classification | FashionMNIST | 192 | Jun 23, 2026 | ||
| Image Classification | ImageNet-1k 1.0 (test) | 191 | Feb 26, 2026 | ||
| Image Classification |
| CIFAR10 (train) |
| 191 |
| Jul 7, 2026 |
| Few-shot Image Classification | tieredImageNet | 190 | May 26, 2026 |
|---|
| Image Classification | MNIST (test) | 189 | Mar 24, 2026 |
|---|
| Image Classification | ImageNet-100 (test) | 189 | Jun 25, 2026 |
|---|
| Image Classification | ImageNet 1k (val) | 188 | Feb 26, 2026 |
|---|
| Image Classification | ImageNet (val) | 188 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR-10 IID | 185 | May 25, 2026 |
|---|
| Image Classification | CIFAR-10-LT (test) | 185 | Feb 26, 2026 |
|---|
| Image Classification | ImageNet | 184 | Feb 26, 2026 |
|---|
| Image Classification | Flowers (test) | 183 | May 15, 2026 |
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| Image Classification | CIFAR-10-C | 183 | Jul 7, 2026 |
|---|
| Image Classification | OxfordPets | 182 | May 26, 2026 |
|---|
| Image Classification | ImageNet Real (val) | 181 | Feb 26, 2026 |
|---|
| Image Classification | ImageNette (test) | 180 | Jun 23, 2026 |
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| Image Classification | ImageNet ILSVRC 1000 images 2012 (val) | 180 | Feb 26, 2026 |
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| Image Classification | ImageNet-R (test) | 179 | Jun 25, 2026 |
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| Image Classification | Food101 | 177 | May 27, 2026 |
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| Image Classification | MNIST (test) | 177 | Mar 19, 2026 |
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| Image Classification | ImageWoof (val) | 177 | May 19, 2026 |
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| Image Classification | ImageNet-A (test) | 177 | Jun 25, 2026 |
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