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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 |
|---|---|---|---|---|
| Mutation Prediction | 6 | 5 | Feb 20, 2026 | |
| Code Editing | 6 | 5 | Jun 5, 2026 | |
| Inertial Localization | 6 | 1 | Feb 18, 2026 | |
| Automatic Diagnosis | 6 | 2 | Feb 18, 2026 | |
| Question Answering Sufficiency Prediction | 6 | 1 | Feb 19, 2026 | |
| Generalization Reasoning | 6 | 4 | May 29, 2026 | |
| Multi-object image generation | 6 | 2 | Jun 16, 2026 | |
| Personalized Long-Form Generation | 6 | 1 | Feb 19, 2026 | |
| Text-based Game Playing | 6 | 4 |
| Jun 1, 2026 |
| Stress Detection | 6 | 6 | Jun 25, 2026 |
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| Autonomous Flight Planning | 6 | 2 | Mar 4, 2026 |
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| Chest X-ray Report Generation | 6 | 9 | Jun 30, 2026 |
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| Long-horizon agentic tasks | 6 | 1 | Mar 31, 2026 |
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| Mathematical Word Problems | 6 | 6 | Jun 2, 2026 |
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| Robotic Pushing | 6 | 3 | Jun 16, 2026 |
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| Spatially resolved gene expression prediction | 6 | 1 | Feb 18, 2026 |
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| Avatar Fingerprinting | 6 | 2 | Apr 28, 2026 |
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| Weed map representation | 6 | 1 | Feb 21, 2026 |
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| Code-switched text synthesis | 6 | 1 | Feb 18, 2026 |
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| Autonomous rollout classification | 6 | 1 | Mar 31, 2026 |
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| Object co-segmentation | 6 | 2 | Feb 18, 2026 |
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| Temporal Value Estimation | 6 | 1 | Feb 21, 2026 |
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| Fluid Dynamics Forecasting | 6 | 2 | May 20, 2026 |
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| Inertial Navigation | 6 | 2 | Feb 21, 2026 |
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| Motivational Interviewing Dialogue Evaluation | 6 | 2 | May 11, 2026 |
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