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 |
|---|---|---|---|---|---|
| Entity Linking | OKE 2016 | 31 | Feb 27, 2026 | ||
| Image Classification | MNIST (test) | 31 | Feb 26, 2026 | ||
| Image Classification | VisDA-C (val) | 31 | Feb 26, 2026 | ||
| Action Recognition | HMDB-51 v1 | 31 | Feb 26, 2026 | ||
| Scene Graph Detection | Visual Genome | 31 | Feb 27, 2026 | ||
| Machine Translation | WMT En-Ro newstest2016 (test) |
| 31 |
| Feb 26, 2026 |
| Landmark Localization | IBUG 300-W (test) | 31 | Feb 26, 2026 |
|---|
| Action Recognition | SBU Kinect Interaction Dataset (5-fold cross val) | 31 | Feb 26, 2026 |
|---|
| Super-Resolution | URBAN100 | 31 | Feb 26, 2026 |
|---|
| Super-Resolution | BSDS100 | 31 | Feb 26, 2026 |
|---|
| Car Counting | PUCPR+ (test) | 31 | Feb 26, 2026 |
|---|
| Facial Expression Recognition | SFEW 2.0 (val) | 31 | Feb 26, 2026 |
|---|
| Target-dependent sentiment classification | Twitter (test) | 31 | Feb 26, 2026 |
|---|
| Machine Translation | WMT newstest 2015 (test) | 31 | Feb 26, 2026 |
|---|
| Semi-supervised Image Classification | MNIST (test) | 31 | Feb 26, 2026 |
|---|
| Super-Resolution | B100 x2 | 31 | Feb 26, 2026 |
|---|
| Video Classification | YT-12M | 31 | Feb 27, 2026 |
|---|
| Object Detection | PASCAL VOC 2010 (test) | 31 | Feb 26, 2026 |
|---|
| Text-Molecule Retrieval | ChEBI-20 (test) | 31 | Feb 26, 2026 |
|---|
| Nuclei Classification | PanNuke | 31 | Jun 30, 2026 |
|---|
| Category Discovery | Stanford Cars Old classes | 31 | Jul 2, 2026 |
|---|
| Next Character Prediction | Shakespeare (test) | 31 | Feb 26, 2026 |
|---|
| Time Series Classification | Japanese Vowels (test) | 31 | Apr 23, 2026 |
|---|
| Graph Classification | MUTAGENICITY TUDataset | 31 | Feb 26, 2026 |
|---|
| Graph Classification | MUTAG (TUDataset) | 31 | Feb 26, 2026 |
|---|