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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 |
|---|---|---|---|---|
| Incompressible Flow Prediction | 6 | 1 | Mar 26, 2026 | |
| Personalized Long-Form Generation | 6 | 1 | Feb 19, 2026 | |
| Autonomous Flight Planning | 6 | 2 | Mar 4, 2026 | |
| Estimating source distributions | 6 | 1 | Feb 18, 2026 | |
| Partially Relevant Video Retrieval | 6 | 2 | May 8, 2026 | |
| Temporal Value Estimation | 6 | 1 | Feb 21, 2026 | |
| Lifelong Multi-Agent Path Finding | 6 | 1 | Mar 26, 2026 | |
| Dialogue Relation Extraction | 6 | 10 | Feb 22, 2026 | |
| Convex Hull | 6 | 1 |
| Feb 18, 2026 |
| Text-to-SVG Generation | 6 | 6 | Apr 10, 2026 |
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| Architecture Performance Ranking | 6 | 1 | Feb 18, 2026 |
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| Flow Estimation | 6 | 2 | Feb 21, 2026 |
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| Claim Matching | 6 | 1 | Feb 18, 2026 |
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| Cross-domain AI-generated image detection | 6 | 1 | Mar 25, 2026 |
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| Weed map representation | 6 | 1 | Feb 21, 2026 |
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| Motivational Interviewing Dialogue Evaluation | 6 | 2 | May 11, 2026 |
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| Lane line mapping | 6 | 2 | Mar 4, 2026 |
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| Unconditional Audio Generation | 6 | 3 | Jun 19, 2026 |
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| Membership Detection | 6 | 2 | Jun 11, 2026 |
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| Prompt Injection Robustness | 6 | 3 | Jun 11, 2026 |
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| Safety-critical scenario generation | 6 | 5 | Jul 7, 2026 |
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| Polling-based Object Probing Evaluation (POPE) | 6 | 2 | Feb 19, 2026 |
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| Map Construction | 6 | 2 | Jun 4, 2026 |
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| Closed-Loop End-Effector Tracking | 6 | 1 | Mar 25, 2026 |
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| Robotic Grinding | 6 | 1 | Mar 25, 2026 |
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