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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 |
|---|---|---|---|---|
| Boltzmann distribution modeling | 6 | 2 | Mar 4, 2026 | |
| Pick Bottles | 6 | 4 | Jun 23, 2026 | |
| Label Noise Detection | 6 | 4 | May 8, 2026 | |
| Node-to-Graph Transfer | 6 | 1 | Feb 18, 2026 | |
| Graph-to-Node Transfer | 6 | 1 | Feb 18, 2026 | |
| Weed map representation | 6 | 1 | Feb 21, 2026 | |
| Inertial Navigation | 6 | 2 | Feb 21, 2026 | |
| Protein backbone generation | 6 | 4 | Mar 13, 2026 | |
| Temporal Value Estimation | 6 | 1 | Feb 21, 2026 | |
| PET Synthesis |
| 6 |
| 5 |
| Mar 11, 2026 |
| Motivational Interviewing Dialogue Evaluation | 6 | 2 | May 11, 2026 |
|---|
| Motion-to-Text | 6 | 12 | Jun 30, 2026 |
|---|
| Robotic Pushing | 6 | 3 | Jun 16, 2026 |
|---|
| Membership Detection | 6 | 2 | Jun 11, 2026 |
|---|
| Grid Coarsening | 6 | 1 | Feb 18, 2026 |
|---|
| Safety-critical scenario generation | 6 | 5 | Jul 7, 2026 |
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| Lane line mapping | 6 | 2 | Mar 4, 2026 |
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| Human alignment evaluation | 6 | 5 | Jun 16, 2026 |
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| Prompt Injection Robustness | 6 | 3 | Jun 11, 2026 |
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| Synthetic Data Fidelity Evaluation | 6 | 1 | Mar 27, 2026 |
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| Autonomous Flight Planning | 6 | 2 | Mar 4, 2026 |
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| Code Editing | 6 | 5 | Jun 5, 2026 |
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| Dual-arm manipulation | 6 | 7 | Jul 7, 2026 |
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| Incompressible Flow Prediction | 6 | 1 | Mar 26, 2026 |
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| Non-prehensile manipulation | 6 | 3 | Jun 30, 2026 |
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