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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Agentic Task Execution | 7 | 2 | Jun 11, 2026 | |
| Noun recognition | 7 | 4 | Feb 18, 2026 | |
| Region Classification | 7 | 4 | Jun 30, 2026 | |
| Style Customization | 7 | 2 | Jul 8, 2026 | |
| Liver fibrosis staging | 7 | 3 | Feb 19, 2026 | |
| PII Extraction | 7 | 4 | Jun 4, 2026 | |
| Building Damage Assessment | 7 | 8 | Apr 10, 2026 | |
| Dose-response estimation | 7 | 2 | May 12, 2026 | |
| Single-image motion deblurring | 7 | 6 | Feb 18, 2026 | |
| Song Generation |
| 7 |
| 7 |
| Jun 30, 2026 |
| Logical Expression Evaluation | 7 | 1 | Feb 18, 2026 |
|---|
| Multi-Agent Informative Path Planning | 7 | 2 | Mar 10, 2026 |
|---|
| Entity Retrieval | 7 | 3 | Jun 24, 2026 |
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| Bayesian Neural Network Regression | 7 | 4 | Jun 25, 2026 |
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| Base-to-new class generalization | 7 | 2 | Jun 18, 2026 |
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| AD Detection | 7 | 3 | Mar 6, 2026 |
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| Panorama Generation | 7 | 6 | Jun 11, 2026 |
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| Embedding Inversion | 7 | 3 | Mar 23, 2026 |
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| HR estimation | 7 | 4 | Jun 11, 2026 |
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| Protein Structure Prediction | 7 | 3 | May 19, 2026 |
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| Blood Pressure Estimation | 7 | 2 | Apr 14, 2026 |
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| Multi-horizon forecasting | 7 | 2 | May 15, 2026 |
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| Web Interaction | 7 | 5 | Jun 24, 2026 |
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| Constrained Offline Reinforcement Learning | 7 | 1 | Feb 21, 2026 |
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| Lip-to-Speech Synthesis | 7 | 3 | Feb 21, 2026 |
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