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 | RSI-CB128 | 60 | Jun 23, 2026 | ||
| Super-Resolution | Set5 x4 (test) | 60 | May 19, 2026 | ||
| Traffic flow prediction | PeMS08 (test) | 60 | Jun 23, 2026 | ||
| pancytopenia onset prediction | Claims | 60 | Feb 26, 2026 | ||
| Class-Incremental Learning | ObjectNet | 60 | May 14, 2026 | ||
| Sentiment Analysis |
| CMU-MOSEI |
| 60 |
| May 12, 2026 |
| Person Re-identification | VC-Clothes (CC) | 60 | Jun 11, 2026 |
|---|
| Video Anomaly Detection | UBnormal | 60 | Jul 2, 2026 |
|---|
| Video Super-Resolution | VSD4K game-15s | 60 | Feb 26, 2026 |
|---|
| Semantic Segmentation | PASCAL Context P-459 (val) | 60 | Feb 27, 2026 |
|---|
| Face Identification | LFW (test) | 60 | Feb 26, 2026 |
|---|
| Video Denoising | DAVIS 2017 (test) | 60 | Feb 26, 2026 |
|---|
| Grayscale JPEG compression artifact removal | Classic5 | 60 | Feb 26, 2026 |
|---|
| Novel View Synthesis | DTU 9-view | 60 | Jun 30, 2026 |
|---|
| Image Denoising | Barbara | 60 | Jun 11, 2026 |
|---|
| Multivariate long-term forecasting | ILI | 60 | May 20, 2026 |
|---|
| Object Detection | VisDrone (test) | 60 | Jul 2, 2026 |
|---|
| Video Compression | HEVC Class E | 60 | Jun 4, 2026 |
|---|
| Adversarial Attack | COCO 2017 (val) | 60 | Feb 26, 2026 |
|---|
| Node Classification | PascalVOC-SP LRGB (test) | 60 | Apr 7, 2026 |
|---|
| Universal Speech Representation Evaluation | SUPERB Benchmark | 60 | Apr 28, 2026 |
|---|
| Classification | Caltech101 | 60 | Jul 7, 2026 |
|---|
| Heart rate estimation | UBFC | 60 | May 25, 2026 |
|---|
| Link Prediction | Enron (transductive) | 60 | May 18, 2026 |
|---|
| Graph Classification | CKuzushiji-75sp unbiased (test) | 60 | Feb 26, 2026 |
|---|