Loading the SOTA2 catalog…
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 | SVHN (test) | 30 | May 19, 2026 | ||
| Image Classification | SVHN | 30 | May 18, 2026 | ||
| Image Classification | MNIST | 30 | May 18, 2026 | ||
| Image Classification | CIFAR-10 | 30 | May 18, 2026 | ||
| Long-tailed Image Classification | TinyImageNet long-tailed (test) | 30 | May 14, 2026 |
| Long-tailed Image Classification | CIFAR100 long-tailed (test) | 30 | May 14, 2026 |
|---|
| Image Classification | ImageNet-1k random 100-class subsets 1.0 (test) | 30 | May 11, 2026 |
|---|
| Image Classification | CIFAR-100 70% symmetric label noise | 30 | Apr 23, 2026 |
|---|
| Image Classification | CIFAR-100 40% symmetric label noise | 30 | Apr 23, 2026 |
|---|
| Image Classification | CIFAR-100 30% symmetric label noise | 30 | Apr 23, 2026 |
|---|
| Image Classification | CIFAR10 Dirichlet-0.6 | 30 | Apr 21, 2026 |
|---|
| Image Classification | Tiny ImageNet | 30 | Apr 21, 2026 |
|---|
| Image Classification | STL10 | 30 | Jun 12, 2026 |
|---|
| Hyperspectral Image Classification | Washington | 30 | Mar 31, 2026 |
|---|
| Hyperspectral Image Classification | Houston | 30 | Mar 31, 2026 |
|---|
| Hyperspectral Image Classification | Salinas | 30 | Mar 31, 2026 |
|---|
| Hyperspectral Image Classification | Pavia | 30 | Mar 31, 2026 |
|---|
| Image Classification | CIFAR100 | 30 | Mar 27, 2026 |
|---|
| Image Classification | SIIM (test) | 30 | Mar 30, 2026 |
|---|
| Image Classification | Pets | 30 | Mar 18, 2026 |
|---|
| Image Classification | CIFAR100 | 30 | Mar 18, 2026 |
|---|
| Image Classification | CIFAR10 | 30 | Mar 18, 2026 |
|---|
| Image Classification | General Domain 31 tasks | 30 | Mar 17, 2026 |
|---|
| Image Classification | CIFAR-100 | 30 | Mar 4, 2026 |
|---|
| Multi-task Image Classification | 20-task Model Merging Benchmark (14-task + EMNIST, CIFAR10, Food101, FashionMNIST, RenderedSST2, KMNIST) | 30 | Feb 26, 2026 |
|---|