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 |
|---|---|---|---|---|
| Multi-view consistency | 18 | 8 | Jul 3, 2026 | |
| Artifact Detection | 18 | 6 | Jun 29, 2026 | |
| Influence Estimation | 18 | 6 | Apr 10, 2026 | |
| Personalized Recommendation | 18 | 7 | May 27, 2026 | |
| Toxicity Mitigation | 18 | 11 | Apr 28, 2026 | |
| Backdoor Feature Unlearning | 18 | 1 | Feb 18, 2026 | |
| Text-Guided Image Editing | 18 | 16 | Jul 8, 2026 | |
| Height Estimation | 18 | 8 | Jul 3, 2026 | |
| Semi-Supervised Learning | 18 | 8 | Jul 7, 2026 | |
| Entity Typing |
|---|
| 18 |
| 16 |
| Apr 3, 2026 |
| Sabotage detection | 18 | 4 | Jun 11, 2026 |
|---|
| GUI Automation | 18 | 12 | Jul 7, 2026 |
|---|
| Multi-modal Question Answering | 18 | 27 | Jul 8, 2026 |
|---|
| Time Series Ordinal Classification | 18 | 1 | Apr 23, 2026 |
|---|
| Area-oriented circuit optimization | 18 | 1 | Apr 21, 2026 |
|---|
| Continual Unlearning | 18 | 4 | May 19, 2026 |
|---|
| Radar-Inertial Odometry | 18 | 2 | Apr 28, 2026 |
|---|
| Entropy estimation | 18 | 2 | Jun 23, 2026 |
|---|
| Open-domain QA | 18 | 10 | May 13, 2026 |
|---|
| Targeted Web Crawling | 18 | 1 | Feb 20, 2026 |
|---|
| Singing Voice Synthesis | 18 | 11 | Jun 23, 2026 |
|---|
| Neural Vocoding | 18 | 10 | May 26, 2026 |
|---|
| Phase Recognition | 18 | 19 | Jul 1, 2026 |
|---|
| SDF Reconstruction | 18 | 8 | Jun 15, 2026 |
|---|
| Guided Depth Super-resolution | 18 | 3 | Apr 7, 2026 |
|---|