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 |
|---|---|---|---|---|---|
| Object Detection | Cityscapes | 136 | May 19, 2026 | ||
| Information Extraction | CORD (test) | 136 | Jun 24, 2026 | ||
| Classification | CIFAR100-LT (test) | 136 | Feb 26, 2026 | ||
| Anomaly Detection | CIFAR-10 | 136 | Jun 30, 2026 | ||
| Skeleton-based Action Recognition | NTU-RGB+D 120 (Cross-setup) |
| 136 |
| Feb 26, 2026 |
| Video-to-Text Retrieval | DiDeMo | 136 | May 27, 2026 |
|---|
| Visual Question Answering | VizWiz (test) | 136 | Jun 26, 2026 |
|---|
| Text Classification | SST-2 | 136 | Apr 21, 2026 |
|---|
| Machine Translation | WMT English-German 2014 (test) | 136 | Feb 27, 2026 |
|---|
| Molecular Property Prediction | MoleculeNet SIDER (scaffold) | 136 | Jun 25, 2026 |
|---|
| Image Classification | CIFAR-10C Severity Level 5 (test) | 136 | May 19, 2026 |
|---|
| Video Object Segmentation | SA-V (val) | 136 | Jul 7, 2026 |
|---|
| Text-to-SQL | Spider-DK | 136 | Jun 24, 2026 |
|---|
| Semantic segmentation | ScanNet200 (val) | 136 | Apr 23, 2026 |
|---|
| Image Classification | GTSRB | 135 | Jun 12, 2026 |
|---|
| Language Modeling | WikiText-2, PTB, C4 | 135 | May 28, 2026 |
|---|
| Mathematical Reasoning | Omni-MATH | 135 | Jun 23, 2026 |
|---|
| Long-form Video Understanding | LongVideoBench | 135 | May 18, 2026 |
|---|
| Generated Image Detection | GenImage (test) | 135 | Apr 23, 2026 |
|---|
| Visual Question Answering | ScienceQA img | 135 | Jun 2, 2026 |
|---|
| Backdoor Detection | CIFAR-10 | 135 | May 7, 2026 |
|---|
| Novel View Synthesis | LLFF 9-view | 135 | Jul 2, 2026 |
|---|
| Image Classification | TinyImageNet | 135 | May 13, 2026 |
|---|
| Visible-Thermal Person Re-identification | RegDB Thermal to Visible | 135 | Jun 11, 2026 |
|---|
| Image Denoising | DND | 135 | Apr 7, 2026 |
|---|