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 | CIFAR-10 (250 labels) | 66 | Feb 26, 2026 | ||
| Image Classification | SVHN to MNIST (test) | 66 | Feb 26, 2026 | ||
| Image Classification | DTD (test) | 65 | Jun 30, 2026 | ||
| Image Classification | CIFAR-100 Dir-0.1 | 65 | Apr 21, 2026 | ||
| Medical Image Classification | MedMnist BloodMnist (test) | 65 | Feb 26, 2026 | ||
| PatternNet |
| 65 |
| Jun 23, 2026 |
| Image Classification | CIFAR100-LT (test) | 65 | May 19, 2026 |
|---|
| Image Classification | ImageNet 1K (val) | 65 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR10 (train) | 65 | May 26, 2026 |
|---|
| Image Classification | ImageNet | 65 | Mar 16, 2026 |
|---|
| Image Classification | STL10-LT (gamma_l = 10) (test) | 65 | May 19, 2026 |
|---|
| Image Classification | ImageNet original (val) | 65 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR-10-LT (val) | 65 | Feb 26, 2026 |
|---|
| Image Classification | ImageNet 1k (val) | 65 | Feb 26, 2026 |
|---|
| Image classification | VLCS (test) | 65 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR-100 (test) | 65 | Feb 26, 2026 |
|---|
| Image Classification | BigEarthNet (val) | 65 | Feb 26, 2026 |
|---|
| Image Classification | TinyImageNet Fourth Session Transition | 64 | Jun 9, 2026 |
|---|
| Image Classification | CIFAR10 | 64 | May 28, 2026 |
|---|
| Image Classification | CIFAR100 | 64 | May 28, 2026 |
|---|
| Image Classification | TinyImageNet | 64 | May 28, 2026 |
|---|
| Image Classification | UCF101 | 64 | Jul 8, 2026 |
|---|
| Image Classification | CIFAR-100 | 64 | Feb 27, 2026 |
|---|
| Image Classification | FMNIST | 64 | Jun 4, 2026 |
|---|
| Image Classification | 10 fine-grained recognition datasets (Aircraft, Caltech, Cars, DTD, EuroSAT, Flower, Food101, Pets, SUN397, UCF101) (test) | 64 | May 6, 2026 |
|---|