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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 |
|---|---|---|---|---|
| Input-based feature description evaluation | 4 | 1 | Feb 18, 2026 | |
| Target Generation | 4 | 1 | Feb 18, 2026 | |
| Modality-to-text retrieval | 4 | 1 | Feb 18, 2026 | |
| Scientific Paper Writing | 4 | 1 | Mar 31, 2026 | |
| Event-based Video Reconstruction | 4 | 2 | May 26, 2026 | |
| Multi-source Unsupervised Domain Adaptation | 4 | 3 | Feb 18, 2026 | |
| Air pollution forecasting | 4 | 1 | Feb 27, 2026 | |
| Intelligent Beam Selection | 4 | 1 | Feb 21, 2026 | |
| In-Context Segmentation |
| 4 |
| 3 |
| Jun 29, 2026 |
| Carbon-aware Flexible Job Shop Scheduling | 4 | 1 | Feb 21, 2026 |
|---|
| Long-horizon TAMP | 4 | 2 | Jun 26, 2026 |
|---|
| IMV prediction | 4 | 2 | Apr 3, 2026 |
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| Mortality risk prediction | 4 | 1 | Feb 21, 2026 |
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| Denial of Service (DoS) Attack | 4 | 3 | Jun 15, 2026 |
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| Water Demand Forecasting | 4 | 1 | Feb 21, 2026 |
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| Knowledge graph-based recommendation | 4 | 1 | Feb 18, 2026 |
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| Short-term Water Demand Forecasting | 4 | 1 | Feb 21, 2026 |
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| AADT Prediction | 4 | 2 | Mar 30, 2026 |
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| k-subset selection | 4 | 1 | Feb 18, 2026 |
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| Gene-level biological representation evaluation | 4 | 1 | Mar 30, 2026 |
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| Slide Classification | 4 | 3 | Mar 4, 2026 |
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| Overlap Handling Evaluation | 4 | 1 | Mar 30, 2026 |
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| Primate Behavior Recognition | 4 | 1 | Mar 30, 2026 |
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| Dialogue Agent Interaction | 4 | 2 | Mar 4, 2026 |
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| Depth Reconstruction | 4 | 4 | May 1, 2026 |
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