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-100 LT IF 50 (test) | 35 | Feb 26, 2026 | ||
| Image Classification | iNaturalist (test) | 35 | May 12, 2026 | ||
| Image Classification Robustness | CIFAR-10-P | 35 | Feb 26, 2026 | ||
| Image Classification | ImageNet 1k (val) | 35 | Feb 26, 2026 | ||
| Image Classification | iNaturalist 2017 (val) | 35 | Feb 26, 2026 | ||
| CIFAR to STL standard (test) |
| 35 |
| Feb 26, 2026 |
| Image Classification | PathMNIST v2 (test) | 35 | Feb 26, 2026 |
|---|
| Zero-shot Image Classification | ImageNet zero-shot | 35 | Feb 26, 2026 |
|---|
| Continual Image Classification | CIFAR100 Split | 35 | Jun 11, 2026 |
|---|
| Image Classification | BloodMNIST (test) | 34 | Jul 9, 2026 |
|---|
| Image Classification | CIFAR-10-LT gamma=10 (test) | 34 | Jun 4, 2026 |
|---|
| Image Classification | MNIST (test) | 34 | Jul 7, 2026 |
|---|
| Image Classification | CIFAR-100 LTN (Asymmetric Noise) (test) | 34 | Apr 28, 2026 |
|---|
| Image Classification | CIFAR-100-LTN Symmetric Noise (test) | 34 | Apr 28, 2026 |
|---|
| Image Classification | CIFAR-10-LTN Symmetric Noise (test) | 34 | Apr 28, 2026 |
|---|
| Image Classification | Img-LTNr (test) | 34 | Apr 28, 2026 |
|---|
| Image Classification | Caltech101 | 34 | May 27, 2026 |
|---|
| Partial-label image classification | Flowers (test) | 34 | Apr 9, 2026 |
|---|
| Partial-label image classification | Caltech (test) | 34 | Apr 9, 2026 |
|---|
| Image Classification | ImageNet 1k (val) | 34 | Apr 1, 2026 |
|---|
| Image Classification | Caltech-256 | 34 | Mar 20, 2026 |
|---|
| Image Classification | Tiny-ImageNet | 34 | Mar 20, 2026 |
|---|
| Medical Image Classification | Blood | 34 | Mar 26, 2026 |
|---|
| Whole-slide image classification | Camelyon 17 | 34 | May 7, 2026 |
|---|
| Image Classification | ImageNet 1k 1.0 (val) | 34 | Mar 10, 2026 |
|---|