Loading the SOTA2 catalog…
SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Shot Boundary Detection | 18 | 6 | Apr 28, 2026 | |
| Inventory Management | 18 | 5 | Jun 5, 2026 | |
| Citation Recommendation | 18 | 6 | Mar 19, 2026 | |
| Singing Voice Synthesis | 18 | 11 | Jun 23, 2026 | |
| Pixel-level Anomaly Localization | 18 | 12 | Jun 15, 2026 | |
| Cross-domain cross-lingual classification | 18 | 1 | Feb 18, 2026 | |
| GUI Automation | 18 | 12 | Jul 7, 2026 | |
| Height Estimation | 18 | 8 | Jul 3, 2026 | |
| Personalized Recommendation | 18 | 7 | May 27, 2026 | |
| Broken Access Control Detection |
|---|
| 18 |
| 1 |
| Feb 19, 2026 |
| Entropy estimation | 18 | 2 | Jun 23, 2026 |
|---|
| Backdoor Feature Unlearning | 18 | 1 | Feb 18, 2026 |
|---|
| Guided Depth Super-resolution | 18 | 3 | Apr 7, 2026 |
|---|
| Memory Retrieval | 18 | 7 | Jun 12, 2026 |
|---|
| Toxicity Mitigation | 18 | 11 | Apr 28, 2026 |
|---|
| Downstream Performance Prediction | 18 | 3 | May 14, 2026 |
|---|
| Global Weather Forecasting | 18 | 7 | Jun 26, 2026 |
|---|
| Steganalysis | 18 | 4 | Jun 11, 2026 |
|---|
| RF Fingerprinting | 18 | 1 | Feb 19, 2026 |
|---|
| Extrapolation | 18 | 6 | Mar 31, 2026 |
|---|
| Multi-modal Question Answering | 18 | 27 | Jul 8, 2026 |
|---|
| Explainability | 18 | 12 | Jun 15, 2026 |
|---|
| Speech Command Recognition | 18 | 8 | Apr 10, 2026 |
|---|
| Large-scale Sparse Multi-objective Optimization | 18 | 2 | Jul 7, 2026 |
|---|
| Next POI Prediction | 18 | 4 | Jun 4, 2026 |
|---|