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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 |
|---|---|---|---|---|
| Mathematical Word Problems | 6 | 6 | Jun 2, 2026 | |
| Long-horizon agentic tasks | 6 | 1 | Mar 31, 2026 | |
| Multi-object image generation | 6 | 2 | Jun 16, 2026 | |
| Robotic Pushing | 6 | 3 | Jun 16, 2026 | |
| Speech-Driven Facial Animation | 6 | 7 | Apr 20, 2026 | |
| Inertial Navigation | 6 | 2 | Feb 21, 2026 | |
| Generalization Reasoning | 6 | 4 | May 29, 2026 | |
| Automatic Diagnosis | 6 | 2 | Feb 18, 2026 | |
| Personalized Long-Form Generation |
| 6 |
| 1 |
| Feb 19, 2026 |
| Importance Learning | 6 | 1 | Feb 18, 2026 |
|---|
| Weed map representation | 6 | 1 | Feb 21, 2026 |
|---|
| Question Answering Sufficiency Prediction | 6 | 1 | Feb 19, 2026 |
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| Temporal Value Estimation | 6 | 1 | Feb 21, 2026 |
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| Avatar Fingerprinting | 6 | 2 | Apr 28, 2026 |
|---|
| Text-based Game Playing | 6 | 4 | Jun 1, 2026 |
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| Mutation Prediction | 6 | 5 | Feb 20, 2026 |
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| Autonomous rollout classification | 6 | 1 | Mar 31, 2026 |
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| Identity Customization | 6 | 3 | Jul 8, 2026 |
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| Inertial Localization | 6 | 1 | Feb 18, 2026 |
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| Lane line mapping | 6 | 2 | Mar 4, 2026 |
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| Motivational Interviewing Dialogue Evaluation | 6 | 2 | May 11, 2026 |
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| Saliency Heatmap Prediction | 6 | 1 | Feb 18, 2026 |
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| Spacecraft attitude control | 6 | 3 | Jul 1, 2026 |
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| Stress Detection | 6 | 6 | Jun 25, 2026 |
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| Membership Detection | 6 | 2 | Jun 11, 2026 |
|---|