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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 |
|---|---|---|---|---|
| Personalized Long-Form Generation | 6 | 1 | Feb 19, 2026 | |
| Classic Control | 6 | 2 | Feb 18, 2026 | |
| Motion-to-Text | 6 | 12 | Jun 30, 2026 | |
| Critique Quality Evaluation | 6 | 1 | Feb 18, 2026 | |
| Spacecraft attitude control | 6 | 3 | Jul 1, 2026 | |
| Generalization Reasoning | 6 | 4 | May 29, 2026 | |
| Sentence ordering | 6 | 2 | Feb 18, 2026 | |
| Robotic Pushing | 6 | 3 | Jun 16, 2026 | |
| Autonomous Flight Planning | 6 | 2 | Mar 4, 2026 | |
| Human alignment evaluation |
|---|
| 6 |
| 5 |
| Jun 16, 2026 |
| Full black box attack | 6 | 1 | Feb 18, 2026 |
|---|
| Model Verification | 6 | 1 | Mar 30, 2026 |
|---|
| Inertial Navigation | 6 | 2 | Feb 21, 2026 |
|---|
| Hyperspectral Semantic Segmentation | 6 | 2 | May 19, 2026 |
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| Weed map representation | 6 | 1 | Feb 21, 2026 |
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| Video Re-identification | 6 | 1 | Mar 27, 2026 |
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| Quantum hardware modeling | 6 | 1 | Feb 18, 2026 |
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| Domain Conversion | 6 | 3 | Feb 27, 2026 |
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| Energy-optimal path planning | 6 | 1 | Mar 30, 2026 |
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| Visual Captioning | 6 | 1 | Feb 27, 2026 |
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| Code Editing | 6 | 5 | Jun 5, 2026 |
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| Temporal Value Estimation | 6 | 1 | Feb 21, 2026 |
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| Exoplanet Detection | 6 | 1 | Feb 18, 2026 |
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| Synthetic Data Fidelity Evaluation | 6 | 1 | Mar 27, 2026 |
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| Safety-critical scenario generation | 6 | 5 | Jul 7, 2026 |
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