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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 |
|---|---|---|---|---|
| Water Demand Forecasting | 4 | 1 | Feb 21, 2026 | |
| Blind Super-Resolution | 4 | 2 | May 12, 2026 | |
| Turn-taking detection | 4 | 2 | Apr 23, 2026 | |
| Multi-modal Chat | 4 | 1 | Feb 18, 2026 | |
| Image-to-Image Machine Translation | 4 | 2 | Apr 21, 2026 | |
| Object Proposal Generation | 4 | 2 | Feb 18, 2026 | |
| Long-horizon TAMP | 4 | 2 | Jun 26, 2026 | |
| Image-based shape retrieval | 4 | 2 | Mar 10, 2026 | |
| Human and Scene Reconstruction |
| 4 |
| 2 |
| Jun 2, 2026 |
| Knowledge-based Visual Retrieval | 4 | 1 | Feb 18, 2026 |
|---|
| Cardiovascular Disease Detection | 4 | 5 | Mar 31, 2026 |
|---|
| CS reconstruction | 4 | 3 | Jun 8, 2026 |
|---|
| Polyphonic music modeling | 4 | 2 | Feb 22, 2026 |
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| Tabular Binary Classification | 4 | 2 | Mar 13, 2026 |
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| Overlap Handling Evaluation | 4 | 1 | Mar 30, 2026 |
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| Fair Graph Clustering | 4 | 1 | Feb 21, 2026 |
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| Gene-level biological representation evaluation | 4 | 1 | Mar 30, 2026 |
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| Molecular distribution modeling | 4 | 1 | Feb 21, 2026 |
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| Non-linear operator learning | 4 | 1 | Feb 21, 2026 |
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| Long-form text generation | 4 | 6 | Jul 9, 2026 |
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| Video Understanding Reasoning | 4 | 3 | Apr 16, 2026 |
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| Concept Annotation | 4 | 2 | May 15, 2026 |
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| Constrained Symbolic Regression | 4 | 1 | Mar 27, 2026 |
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| Constrained Quadratic Programming | 4 | 1 | Feb 21, 2026 |
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| Fingerspelling Recognition | 4 | 3 | Apr 10, 2026 |
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