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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 |
|---|---|---|---|---|
| Open-set Panoptic Segmentation | 3 | 1 | Feb 18, 2026 | |
| Incomplete Multi-view Multi-label Class Incremental Learning | 3 | 1 | Feb 21, 2026 | |
| Multi-objective Knapsack Problem | 3 | 3 | May 25, 2026 | |
| Synthetic sample generation | 3 | 1 | Feb 21, 2026 | |
| Graduate-level Science QA | 3 | 5 | Jun 30, 2026 | |
| n-body simulation | 3 | 3 | Mar 25, 2026 | |
| Minimum Vertex Cover Problem | 3 | 1 | Mar 31, 2026 | |
| Actionable Counterfactual Generation | 3 | 1 | Feb 21, 2026 | |
| Single Machine Total Weighted Tardiness Problem |
| 3 |
| 1 |
| Mar 31, 2026 |
| Parking availability prediction | 3 | 1 | Mar 31, 2026 |
|---|
| Layout Analysis | 3 | 3 | Mar 27, 2026 |
|---|
| State Entropy Estimation | 3 | 1 | Feb 27, 2026 |
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| Error Identification | 3 | 3 | Mar 31, 2026 |
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| Velocity decoding | 3 | 1 | Feb 21, 2026 |
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| Molecule Editing | 3 | 3 | Jun 23, 2026 |
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| Morphosyntax Anomaly Detection | 3 | 1 | Feb 18, 2026 |
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| Stroke detection | 3 | 2 | Apr 7, 2026 |
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| Potato leaf disease classification | 3 | 1 | Mar 31, 2026 |
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| Targeted Hashing Attack | 3 | 1 | Feb 18, 2026 |
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| Transition Prediction | 3 | 2 | May 13, 2026 |
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| Inclination Classification | 3 | 1 | Mar 31, 2026 |
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| 1H NMR chemical shift prediction | 3 | 1 | Feb 21, 2026 |
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| Case Deletion Diagnostics | 3 | 1 | Feb 18, 2026 |
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| 13C NMR chemical shift prediction | 3 | 1 | Feb 21, 2026 |
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| Query Reformulation | 3 | 1 | Feb 21, 2026 |
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