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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 |
|---|---|---|---|---|
| 1D Burgers' Equation Control | 3 | 1 | Feb 18, 2026 | |
| Personalized Image Editing | 3 | 2 | Feb 20, 2026 | |
| Set Cover | 3 | 2 | May 29, 2026 | |
| Video Object Tracking | 3 | 3 | Jun 24, 2026 | |
| Blood Test Ordering (Lab) | 3 | 1 | Mar 26, 2026 | |
| Target distribution approximation | 3 | 1 | Feb 18, 2026 | |
| Document Parsing Quality Assessment | 3 | 1 | Feb 20, 2026 | |
| Video Frame Reconstruction | 3 | 4 | Jun 4, 2026 | |
| Remaining Length of Stay | 3 | 1 | Mar 26, 2026 |
| Sparse 3D Point Tracking | 3 | 1 | Feb 20, 2026 |
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| Treatment Indicators (Drug) | 3 | 1 | Mar 26, 2026 |
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| 4D Mesh Reconstruction | 3 | 3 | May 26, 2026 |
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| Solving Non-linear Problem | 3 | 1 | Mar 26, 2026 |
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| DNA Sequence Modeling | 3 | 2 | Feb 21, 2026 |
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| Solving 1D advection-diffusion equation | 3 | 1 | Mar 26, 2026 |
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| Multilingual Document Parsing | 3 | 3 | Jul 7, 2026 |
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| Steady Electrothermal Multiphysics Simulation | 3 | 1 | Mar 26, 2026 |
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| Embodied Spatial Reasoning | 3 | 3 | Jun 26, 2026 |
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| Goal Achievement | 3 | 2 | Feb 22, 2026 |
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| Rule-based evaluation of diagram components | 3 | 1 | Mar 26, 2026 |
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| Figure-to-SVG generation | 3 | 1 | Mar 26, 2026 |
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| Simple chat | 3 | 1 | Mar 26, 2026 |
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| Identifying mislabeling of Labeling Functions | 3 | 1 | Feb 18, 2026 |
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| 3D Open-vocabulary Semantic Segmentation | 3 | 3 | May 29, 2026 |
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| Open-loop control feasibility prediction | 3 | 1 | Mar 26, 2026 |
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