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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 |
|---|---|---|---|---|
| Question Answering Sufficiency Prediction | 6 | 1 | Feb 19, 2026 | |
| Generalization Reasoning | 6 | 4 | May 29, 2026 | |
| Node-to-Graph Transfer | 6 | 1 | Feb 18, 2026 | |
| Graph-to-Node Transfer | 6 | 1 | Feb 18, 2026 | |
| Fluid Dynamics Forecasting | 6 | 2 | May 20, 2026 | |
| Exoplanet Detection | 6 | 1 | Feb 18, 2026 | |
| Human alignment evaluation | 6 | 5 | Jun 16, 2026 | |
| Personalized Long-Form Generation | 6 | 1 | Feb 19, 2026 | |
| Robotic Pushing | 6 | 3 | Jun 16, 2026 | |
| Appearance Editing |
|---|
| 6 |
| 2 |
| Mar 13, 2026 |
| Autonomous Flight Planning | 6 | 2 | Mar 4, 2026 |
|---|
| Protein backbone generation | 6 | 4 | Mar 13, 2026 |
|---|
| Inertial Navigation | 6 | 2 | Feb 21, 2026 |
|---|
| Visual Captioning | 6 | 1 | Feb 27, 2026 |
|---|
| Graph Representation Learning | 6 | 2 | Jun 2, 2026 |
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| Spacecraft attitude control | 6 | 3 | Jul 1, 2026 |
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| Multiple-Instance Learning | 6 | 3 | Apr 14, 2026 |
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| AUC prediction | 6 | 2 | Feb 21, 2026 |
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| Energy-optimal path planning | 6 | 1 | Mar 30, 2026 |
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| Video Re-identification | 6 | 1 | Mar 27, 2026 |
|---|
| Synthetic Data Fidelity Evaluation | 6 | 1 | Mar 27, 2026 |
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| Multicut | 6 | 1 | Feb 18, 2026 |
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| Safety-critical scenario generation | 6 | 5 | Jul 7, 2026 |
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| Fact Prediction | 6 | 2 | Feb 18, 2026 |
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| Temporal Value Estimation | 6 | 1 | Feb 21, 2026 |
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