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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 |
|---|---|---|---|---|
| Question Answering Sufficiency Prediction | 6 | 1 | Feb 19, 2026 | |
| Generalization Reasoning | 6 | 4 | May 29, 2026 | |
| Rearrange | 6 | 3 | Mar 13, 2026 | |
| Identity Customization | 6 | 3 | Jul 8, 2026 | |
| Statistical Modeling | 6 | 1 | Mar 31, 2026 | |
| Long-horizon agentic tasks | 6 | 1 | Mar 31, 2026 | |
| Saliency Heatmap Prediction | 6 | 1 | Feb 18, 2026 | |
| Personalized Long-Form Generation | 6 | 1 | Feb 19, 2026 | |
| Multi-object image generation | 6 |
| 2 |
| Jun 16, 2026 |
| Mathematical Word Problems | 6 | 6 | Jun 2, 2026 |
|---|
| Graph Explanation Generation | 6 | 2 | Mar 18, 2026 |
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| Image Deconvolution | 6 | 4 | Jun 5, 2026 |
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| Inertial Navigation | 6 | 2 | Feb 21, 2026 |
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| Supervised Word Alignment | 6 | 1 | Feb 18, 2026 |
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| Robotic Pushing | 6 | 3 | Jun 16, 2026 |
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| Autonomous Flight Planning | 6 | 2 | Mar 4, 2026 |
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| Multi-hop Knowledge-based Question Answering | 6 | 1 | Feb 18, 2026 |
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| Zero-shot Common Sense Reasoning | 6 | 14 | Jul 9, 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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| Motivational Interviewing Dialogue Evaluation | 6 | 2 | May 11, 2026 |
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| Hyperspectral Semantic Segmentation | 6 | 2 | May 19, 2026 |
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| Model Verification | 6 | 1 | Mar 30, 2026 |
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| Spacecraft attitude control | 6 | 3 | Jul 1, 2026 |
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| Membership Detection | 6 | 2 | Jun 11, 2026 |
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