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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 |
|---|---|---|---|---|
| 3D Bin Packing | 12 | 6 | Jul 8, 2026 | |
| Multi-agent cooperation | 12 | 4 | Jul 7, 2026 | |
| Gene perturbation representation learning | 12 | 1 | Feb 21, 2026 | |
| Diacritics restoration | 12 | 1 | Feb 18, 2026 | |
| Conservation Error Estimation | 12 | 1 | Apr 1, 2026 | |
| Mixed Integer Linear Programming | 12 | 2 | Mar 26, 2026 | |
| Document-Level Machine Translation | 12 | 7 | Jun 4, 2026 | |
| Machine learning engineering | 12 | 13 | Jul 1, 2026 | |
| Non-smooth PDE solution regression | 12 | 1 | Mar 31, 2026 | |
| Total Effect Estimation |
|---|
| 12 |
| 1 |
| Mar 31, 2026 |
| Argument Classification | 12 | 7 | Apr 28, 2026 |
|---|
| Readmission prediction | 12 | 16 | Jun 30, 2026 |
|---|
| Causal Order Estimation | 12 | 1 | Mar 31, 2026 |
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| Biparty Multiobjective UAV Path Planning | 12 | 1 | Mar 31, 2026 |
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| 6DoF Pose Tracking | 12 | 1 | Feb 20, 2026 |
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| Multi-Armed Bandit | 12 | 4 | Jun 1, 2026 |
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| Estimating causal orders | 12 | 1 | Mar 31, 2026 |
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| Multi-View Pose Estimation | 12 | 4 | May 28, 2026 |
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| Pixel-level Segmentation | 12 | 6 | Jun 30, 2026 |
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| Single-cell RNA-seq cell type classification | 12 | 1 | Mar 31, 2026 |
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| Song aesthetics evaluation | 12 | 1 | Feb 21, 2026 |
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| Policy Generalization | 12 | 2 | Feb 19, 2026 |
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| Active View Selection | 12 | 3 | Mar 25, 2026 |
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| Model Ownership Verification | 12 | 3 | Jun 9, 2026 |
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| Distribution Shift Detection | 12 | 7 | May 26, 2026 |
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