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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 |
|---|---|---|---|---|
| Weed map representation | 6 | 1 | Feb 21, 2026 | |
| Text-only Question Answering | 6 | 4 | Feb 20, 2026 | |
| Incompressible Flow Prediction | 6 | 1 | Mar 26, 2026 | |
| NAS Proxy Evaluation | 6 | 1 | Feb 18, 2026 | |
| Text-to-SVG Generation | 6 | 6 | Apr 10, 2026 | |
| Temporal Value Estimation | 6 | 1 | Feb 21, 2026 | |
| Personalized Speech Enhancement | 6 | 3 | Jun 23, 2026 | |
| Retinal Layer Segmentation | 6 | 2 | Apr 7, 2026 | |
| Polling-based Object Probing Evaluation (POPE) | 6 | 2 |
| Feb 19, 2026 |
| Audio Fingerprinting | 6 | 1 | Mar 26, 2026 |
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| Long-Horizon Robotics Manipulation | 6 | 1 | Feb 18, 2026 |
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| Triple-wise alignment verification | 6 | 1 | Feb 18, 2026 |
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| Cross-lingual entity matching | 6 | 1 | Feb 18, 2026 |
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| Zero-cost Proxy Evaluation | 6 | 1 | Feb 18, 2026 |
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| Attention Operator Performance | 6 | 1 | Feb 18, 2026 |
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| Lifelong Multi-Agent Path Finding | 6 | 1 | Mar 26, 2026 |
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| Safety-critical scenario generation | 6 | 5 | Jul 7, 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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| 2D bipedal locomotion | 6 | 1 | Feb 18, 2026 |
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| Image De-raining | 6 | 3 | Feb 18, 2026 |
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| Partially Relevant Video Retrieval | 6 | 2 | May 8, 2026 |
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| Membership Detection | 6 | 2 | Jun 11, 2026 |
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| Micro-gesture recognition | 6 | 7 | Jun 12, 2026 |
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| Cross-domain AI-generated image detection | 6 | 1 | Mar 25, 2026 |
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