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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 | CIFAR-100 (test) | 3,518 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 (test) | 3,381 | Feb 26, 2026 | ||
| Image Classification | ImageNet-1K 1.0 (val) | 2,386 | Jun 24, 2026 | ||
| Image Classification | ImageNet 1k (val) |
| 1,498 |
| Jun 1, 2026 |
| Image Classification | ImageNet-1K | 1,239 | Apr 10, 2026 |
|---|
| Image Classification | ImageNet (val) | 1,206 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR-10 (test) | 1,063 | Jun 26, 2026 |
|---|
| Image Classification | CIFAR-10 | 973 | Jul 9, 2026 |
|---|
| Image Classification | ImageNet 1K (val) | 960 | Jul 9, 2026 |
|---|
| Image Classification | ImageNet 1k (test) | 939 | Jul 2, 2026 |
|---|
| Image Classification | CIFAR-10 (test) | 906 | Feb 26, 2026 |
|---|
| Image Classification | MNIST (test) | 894 | Mar 12, 2026 |
|---|
| Image Classification | ImageNet-1K (val) | 871 | Jun 11, 2026 |
|---|
| Image Classification | Tiny-ImageNet (test) | 859 | Jul 7, 2026 |
|---|
| Image Classification | CIFAR-100 (val) | 781 | Jun 18, 2026 |
|---|
| Image Classification | ImageNet V2 | 767 | Jul 9, 2026 |
|---|
| Image Classification | ImageNet A | 723 | Jul 2, 2026 |
|---|
| Image Classification | ImageNet 1k (val) | 706 | Feb 26, 2026 |
|---|
| Image Classification | Stanford Cars | 705 | Jul 2, 2026 |
|---|
| Image Classification | CIFAR-100 | 691 | Mar 10, 2026 |
|---|
| Image Classification | MNIST (test) | 654 | Jun 26, 2026 |
|---|
| Image Classification | Fashion MNIST (test) | 633 | Jun 2, 2026 |
|---|
| Image Classification | ImageNet-R | 622 | Jul 2, 2026 |
|---|
| Image Classification | DTD | 610 | Jun 4, 2026 |
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| Image Classification | ImageNet-1k | 600 | Mar 27, 2026 |
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