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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 |
|---|---|---|---|---|
| Lyrics-to-song generation | 3 | 2 | May 6, 2026 | |
| Layout Recovery | 3 | 3 | Mar 10, 2026 | |
| Set Cover | 3 | 2 | May 29, 2026 | |
| Blood Test Ordering (Lab) | 3 | 1 | Mar 26, 2026 | |
| Video Object Tracking | 3 | 3 | Jun 24, 2026 | |
| Autonomous Driving Performance Evaluation | 3 | 2 | Apr 10, 2026 | |
| Radar-to-Radar Place Recognition | 3 | 1 | Mar 30, 2026 | |
| Remaining Length of Stay | 3 | 1 | Mar 26, 2026 | |
| Cumulative Reward Maximization | 3 | 1 |
| Feb 18, 2026 |
| Treatment Indicators (Drug) | 3 | 1 | Mar 26, 2026 |
|---|
| Part-level 3D Generation | 3 | 3 | Mar 24, 2026 |
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| Computation Time Evaluation | 3 | 2 | Feb 21, 2026 |
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| Road Graph Extraction | 3 | 2 | Mar 31, 2026 |
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| Embodied Spatial Reasoning | 3 | 3 | Jun 26, 2026 |
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| Multilingual Document Parsing | 3 | 3 | Jul 7, 2026 |
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| 4D Mesh Reconstruction | 3 | 3 | May 26, 2026 |
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| Simple chat | 3 | 1 | Mar 26, 2026 |
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| Rule-based evaluation of diagram components | 3 | 1 | Mar 26, 2026 |
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| Steady Electrothermal Multiphysics Simulation | 3 | 1 | Mar 26, 2026 |
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| Figure-to-SVG generation | 3 | 1 | Mar 26, 2026 |
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| Open-loop control feasibility prediction | 3 | 1 | Mar 26, 2026 |
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| GDP forecasting | 3 | 1 | Mar 26, 2026 |
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| Closed-loop Control Safety | 3 | 1 | Mar 26, 2026 |
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| Graph Node Classification and Link Prediction | 3 | 1 | Feb 18, 2026 |
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| Solving Non-linear Problem | 3 | 1 | Mar 26, 2026 |
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