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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 |
|---|---|---|---|---|
| Pareto Set Identification | 3 | 1 | Feb 18, 2026 | |
| Debugging Effectiveness Estimation | 3 | 1 | Feb 18, 2026 | |
| Reverse Classification Accuracy Correlation | 3 | 1 | Mar 31, 2026 | |
| Unsafe image generation | 3 | 1 | Mar 31, 2026 | |
| Error Identification | 3 | 3 | Mar 31, 2026 | |
| STEM Task Evaluation | 3 | 1 | Feb 18, 2026 | |
| Parking availability prediction | 3 | 1 | Mar 31, 2026 | |
| Molecule Editing | 3 | 3 | Jun 23, 2026 | |
| Graduate-level Science QA |
| 3 |
| 5 |
| Jun 30, 2026 |
| Copy detection | 3 | 5 | Feb 22, 2026 |
|---|
| 13C NMR chemical shift prediction | 3 | 1 | Feb 21, 2026 |
|---|
| 1H NMR chemical shift prediction | 3 | 1 | Feb 21, 2026 |
|---|
| Spatio-temporal Point Process Modeling | 3 | 1 | Jun 2, 2026 |
|---|
| Query Reformulation | 3 | 1 | Feb 21, 2026 |
|---|
| Mixed Data Imputation | 3 | 1 | Feb 18, 2026 |
|---|
| Solving Navier-Stokes equations | 3 | 2 | Apr 16, 2026 |
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| Minimum Vertex Cover Problem | 3 | 1 | Mar 31, 2026 |
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| Programming | 3 | 4 | May 6, 2026 |
|---|
| Velocity decoding | 3 | 1 | Feb 21, 2026 |
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| Transition Prediction | 3 | 2 | May 13, 2026 |
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| Solar flare forecasting | 3 | 1 | Feb 27, 2026 |
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| RNA inverse folding | 3 | 2 | Mar 23, 2026 |
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| Early prediction | 3 | 2 | May 26, 2026 |
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| Spin Classification | 3 | 1 | Mar 31, 2026 |
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| GPCR-ligand interaction prediction | 3 | 1 | Feb 21, 2026 |
|---|