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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 |
|---|---|---|---|---|
| Case Deletion Diagnostics | 3 | 1 | Feb 18, 2026 | |
| Parking availability prediction | 3 | 1 | Mar 31, 2026 | |
| Velocity decoding | 3 | 1 | Feb 21, 2026 | |
| Graduate-level Science QA | 3 | 5 | Jun 30, 2026 | |
| Biomarker Segmentation | 3 | 3 | Feb 18, 2026 | |
| Bias Estimation | 3 | 2 | Mar 11, 2026 | |
| Unsupervised document hashing | 3 | 1 | Feb 18, 2026 | |
| Semantic Hashing | 3 | 1 | Feb 18, 2026 | |
| Review Summarization | 3 | 2 | Feb 19, 2026 | |
| RLHF |
| 3 |
| 4 |
| Jun 26, 2026 |
| 1H NMR chemical shift prediction | 3 | 1 | Feb 21, 2026 |
|---|
| Situation Recognition | 3 | 4 | Feb 18, 2026 |
|---|
| Offline Control | 3 | 1 | Feb 18, 2026 |
|---|
| 13C NMR chemical shift prediction | 3 | 1 | Feb 21, 2026 |
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| Single-object retrieval | 3 | 1 | Feb 18, 2026 |
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| Transition Prediction | 3 | 2 | May 13, 2026 |
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| Pareto Set Identification | 3 | 1 | Feb 18, 2026 |
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| Debugging Effectiveness Estimation | 3 | 1 | Feb 18, 2026 |
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| Compressive Sensing Reconstruction | 3 | 3 | May 12, 2026 |
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| Molecule Editing | 3 | 3 | Jun 23, 2026 |
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| STEM Task Evaluation | 3 | 1 | Feb 18, 2026 |
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| Language-Conditioned Visual Navigation | 3 | 1 | Mar 31, 2026 |
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| Solving Navier-Stokes equations | 3 | 2 | Apr 16, 2026 |
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| GPCR-ligand interaction prediction | 3 | 1 | Feb 21, 2026 |
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| Box Detection | 3 | 1 | Mar 31, 2026 |
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