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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 |
|---|---|---|---|---|
| Logical Expression Evaluation | 7 | 1 | Feb 18, 2026 | |
| Single-source Domain Generalization | 7 | 6 | Jun 24, 2026 | |
| Dose-response estimation | 7 | 2 | May 12, 2026 | |
| Identity Verification | 7 | 3 | Mar 5, 2026 | |
| Node Classification Explanation | 7 | 3 | Jun 23, 2026 | |
| Sleep spindle detection | 7 | 3 | Feb 18, 2026 | |
| Bayesian Neural Network Regression | 7 | 4 | Jun 25, 2026 | |
| Embedding Inversion | 7 | 3 | Mar 23, 2026 | |
| Style Customization | 7 | 2 | Jul 8, 2026 | |
| Multi-Agent Informative Path Planning |
|---|
| 7 |
| 2 |
| Mar 10, 2026 |
| Liver fibrosis staging | 7 | 3 | Feb 19, 2026 |
|---|
| Constrained Offline Reinforcement Learning | 7 | 1 | Feb 21, 2026 |
|---|
| GAN Inversion | 7 | 4 | Feb 19, 2026 |
|---|
| Compressed sensing | 7 | 6 | Jun 23, 2026 |
|---|
| Noun recognition | 7 | 4 | Feb 18, 2026 |
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| Nudity Detection | 7 | 6 | May 19, 2026 |
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| Raman Reconstruction | 7 | 1 | Mar 26, 2026 |
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| Building Damage Assessment | 7 | 8 | Apr 10, 2026 |
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| Web Interaction | 7 | 5 | Jun 24, 2026 |
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| Single-image motion deblurring | 7 | 6 | Feb 18, 2026 |
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| HR estimation | 7 | 4 | Jun 11, 2026 |
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| Entity Retrieval | 7 | 3 | Jun 24, 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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| NL2SQL | 7 | 4 | Jul 1, 2026 |
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