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 |
|---|---|---|---|---|---|
| Unsupervised Classification | ImageNet (val) | 36 | Feb 26, 2026 | ||
| Motion Deblurring | HIDE | 36 | Feb 26, 2026 | ||
| Few-shot Classification | CUB200 5-way 1-shot | 36 | Feb 26, 2026 | ||
| Image Classification | NICO (test) | 36 | Feb 26, 2026 | ||
| Out-of-distribution Detection | CelebA (test) | 36 | Feb 26, 2026 | ||
| Semantic Segmentation |
| Cityscapes 19 semantic class labels (val) |
| 36 |
| Jun 2, 2026 |
| Active touch exploration | ABC (test) | 36 | Feb 26, 2026 |
|---|
| Text Spotting | ICDAR 2015 (test) | 36 | Feb 26, 2026 |
|---|
| Offline Reinforcement Learning | D4RL Gym halfcheetah-expert | 36 | May 12, 2026 |
|---|
| Polyp segmentation and neoplasm detection | NeoPolyp-Clean (test) | 36 | Feb 26, 2026 |
|---|
| 5-Shot 5-Way Classification | MiniImageNet (test) | 36 | Feb 26, 2026 |
|---|
| Unsupervised document hashing | 20Newsgroups | 36 | Feb 26, 2026 |
|---|
| Node classification | ogbn-arxiv (val) | 36 | Feb 26, 2026 |
|---|
| Clustering | Iris | 36 | May 12, 2026 |
|---|
| Instance Segmentation | LVIS v0.5 (val) | 36 | Feb 26, 2026 |
|---|
| Human Mesh Reconstruction | MPI-INF-3DHP (test) | 36 | Feb 26, 2026 |
|---|
| Unsupervised Domain Adaptation | Office-31 (full) | 36 | Feb 26, 2026 |
|---|
| Two-sample test | MNIST Real vs DCGAN samples (test) | 36 | Feb 26, 2026 |
|---|
| 3D Object Detection | KITTI (val) | 36 | Jun 24, 2026 |
|---|
| Graph Classification | ogbg-molpcba | 36 | Apr 28, 2026 |
|---|
| Single Sentence Classification | THUCNews (dev) | 36 | Feb 26, 2026 |
|---|
| Relation Classification | TinyRel-CM Disease-Disease (D-D) | 36 | Feb 26, 2026 |
|---|
| Few-shot Relation Extraction | FewRel Biomedical domain 2.0 (test) | 36 | Feb 26, 2026 |
|---|
| Named Entity Recognition | AnatEM | 36 | Apr 20, 2026 |
|---|
| Question Answering | QASC | 36 | Feb 26, 2026 |
|---|