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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 |
|---|---|---|---|---|
| Recommender Systems | 5 | 3 | Jun 1, 2026 | |
| Glass Transition Temperature Prediction | 5 | 2 | May 27, 2026 | |
| Model Training | 5 | 2 | Apr 15, 2026 | |
| Rule Discovery | 5 | 2 | Jun 29, 2026 | |
| Expert Question Answering | 5 | 2 | Jun 4, 2026 | |
| Review Score Generation | 5 | 1 | Feb 19, 2026 | |
| Agentic Tasks | 5 | 4 | Jun 11, 2026 | |
| Robot Dynamics Modeling | 5 | 4 | Jun 11, 2026 | |
| Vehicle Detection and Counting | 5 | 1 | Apr 7, 2026 | |
| Total Knee Replacement (TKR) risk prediction |
|---|
| 5 |
| 1 |
| Apr 6, 2026 |
| Romanization | 5 | 1 | Feb 19, 2026 |
|---|
| Concealed Object Detection | 5 | 6 | Feb 18, 2026 |
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| Material generation | 5 | 6 | May 12, 2026 |
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| Trajectory Estimation Position Accuracy | 5 | 1 | Feb 21, 2026 |
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| Set-to-graph prediction | 5 | 1 | Feb 18, 2026 |
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| Talent Recommendation | 5 | 2 | May 26, 2026 |
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| Lane Following | 5 | 3 | Apr 10, 2026 |
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| Relative Localization | 5 | 2 | May 20, 2026 |
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| Open-vocabulary change detection | 5 | 2 | Apr 14, 2026 |
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| Vision-Language-Action Navigation | 5 | 3 | May 18, 2026 |
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| Infrared and Visible Video Fusion | 5 | 2 | Apr 3, 2026 |
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| Turn-detection | 5 | 1 | Apr 3, 2026 |
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| Agent Reasoning | 5 | 3 | Jun 15, 2026 |
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| Document Modeling | 5 | 3 | Jun 30, 2026 |
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| Transductive link prediction | 5 | 4 | Jul 7, 2026 |
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