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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 |
|---|---|---|---|---|
| MaxSAT | 12 | 1 | Apr 9, 2026 | |
| Explanation quality evaluation | 12 | 6 | May 12, 2026 | |
| Persistent Homology Computation | 12 | 2 | Jun 18, 2026 | |
| MMD Variance Estimation | 12 | 1 | Feb 21, 2026 | |
| Argument Classification | 12 | 7 | Apr 28, 2026 | |
| Estimating causal orders | 12 | 1 | Mar 31, 2026 | |
| Causal Order Estimation | 12 | 1 | Mar 31, 2026 | |
| Biparty Multiobjective UAV Path Planning | 12 | 1 | Mar 31, 2026 | |
| Total Effect Estimation | 12 | 1 | Mar 31, 2026 | |
| 12 |
| 16 |
| Jun 30, 2026 |
| 6DoF Pose Tracking | 12 | 1 | Feb 20, 2026 |
|---|
| Neural response prediction | 12 | 2 | Feb 20, 2026 |
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| Story Visualization | 12 | 8 | May 28, 2026 |
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| Privacy Preservation | 12 | 7 | May 27, 2026 |
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| Single-cell RNA-seq cell type classification | 12 | 1 | Mar 31, 2026 |
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| Generalized Few-Shot Learning | 12 | 6 | Feb 27, 2026 |
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| Brain Disorder Classification | 12 | 8 | Jun 4, 2026 |
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| Non-smooth PDE solution regression | 12 | 1 | Mar 31, 2026 |
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| Multi-Armed Bandit | 12 | 4 | Jun 1, 2026 |
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| Polyp Detection | 12 | 5 | Mar 10, 2026 |
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| Distribution Shift Detection | 12 | 7 | May 26, 2026 |
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| Pixel-level Segmentation | 12 | 6 | Jun 30, 2026 |
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| Song aesthetics evaluation | 12 | 1 | Feb 21, 2026 |
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| Turbulence mitigation | 12 | 4 | Mar 24, 2026 |
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| Grammar Induction | 12 | 4 | Jun 9, 2026 |
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