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 |
|---|---|---|---|---|---|
| Vision similarity grounding | ImageNet 100 | 31 | May 18, 2026 | ||
| Nonlinear Deblurring | ImageNet 256 × 256 | 31 | Jun 30, 2026 | ||
| Classification | ImageNet standard (test) | 31 | Apr 8, 2026 | ||
| Unsupervised Image Hashing | ImageNet 100 | 31 | Apr 7, 2026 | ||
| OOD Detection | ImageNet-1k (ID) vs Sun (OOD) 1.0 (test) | 31 |
| Mar 27, 2026 |
| Image Reconstruction | ImageNet-1k 256x256 | 31 | Jun 1, 2026 |
|---|
| Federated Continual Learning | ImageNet R | 31 | Jun 11, 2026 |
|---|
| Image Classification | ImageNet-C | 31 | Jul 2, 2026 |
|---|
| Image Generation | ImageNet-256 (test) | 31 | Jul 9, 2026 |
|---|
| HDR | ImageNet | 31 | May 27, 2026 |
|---|
| Medical Visual Question Answering | RadImageNet-VQA | 31 | Jul 1, 2026 |
|---|
| Image Classification | ImageNet V | 31 | Feb 26, 2026 |
|---|
| Class-conditional Image Generation | ImageNet-1k (train) | 31 | May 18, 2026 |
|---|
| Super-Resolution | ImageNet | 31 | May 13, 2026 |
|---|
| Online Continual Learning | TinyImageNet 100/2 | 31 | Feb 27, 2026 |
|---|
| Class-Incremental Learning | ImageNet-R 10 tasks | 31 | May 12, 2026 |
|---|
| Image Classification | ImageNet (val) | 31 | Feb 26, 2026 |
|---|
| 5-way 1-shot classification | ImageNet mini | 31 | Feb 26, 2026 |
|---|
| Class Incremental Learning | Tiny-ImageNet 10 tasks | 31 | May 18, 2026 |
|---|
| OOD Detection | CIFAR-100 | 31 | Feb 26, 2026 |
|---|
| Targeted Adversarial Attack | ImageNet | 31 | Feb 26, 2026 |
|---|
| Unconditional Image Generation | ImageNet 32 | 31 | Feb 26, 2026 |
|---|
| Classification | ImageNet 30 20-10 class split Closed-set (test) | 30 | Jun 26, 2026 |
|---|
| Image Classification | TinyImageNet | 30 | Jun 2, 2026 |
|---|
| Online Class-Incremental Learning | Tiny-ImageNet 100 tasks (test) | 30 | May 29, 2026 |
|---|