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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 |
|---|---|---|---|---|
| Conservation Error Estimation | 12 | 1 | Apr 1, 2026 | |
| Persistent Homology Computation | 12 | 2 | Jun 18, 2026 | |
| Generalized Few-Shot Learning | 12 | 6 | Feb 27, 2026 | |
| MMD Variance Estimation | 12 | 1 | Feb 21, 2026 | |
| Story Visualization | 12 | 8 | May 28, 2026 | |
| Safety Content Detection | 12 | 2 | Jun 5, 2026 | |
| Multi-View Pose Estimation | 12 | 4 | May 28, 2026 | |
| Grid-world Navigation | 12 | 3 | May 15, 2026 | |
| Non-smooth PDE solution regression | 12 |
| 1 |
| Mar 31, 2026 |
| Total Effect Estimation | 12 | 1 | Mar 31, 2026 |
|---|
| Grammar Induction | 12 | 4 | Jun 9, 2026 |
|---|
| Gene perturbation representation learning | 12 | 1 | Feb 21, 2026 |
|---|
| Sphere-packing density upper bound estimation | 12 | 1 | Feb 18, 2026 |
|---|
| Privacy Preservation | 12 | 7 | May 27, 2026 |
|---|
| Target Speech Extraction | 12 | 7 | Jun 24, 2026 |
|---|
| Pixel-level Segmentation | 12 | 6 | Jun 30, 2026 |
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| Placement | 12 | 3 | Jun 15, 2026 |
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| Machine learning engineering | 12 | 13 | Jul 1, 2026 |
|---|
| Turbulence mitigation | 12 | 4 | Mar 24, 2026 |
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| 6DoF Pose Tracking | 12 | 1 | Feb 20, 2026 |
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| Hallucination assessment | 12 | 22 | Jun 11, 2026 |
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| Biparty Multiobjective UAV Path Planning | 12 | 1 | Mar 31, 2026 |
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| Multi-Armed Bandit | 12 | 4 | Jun 1, 2026 |
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| Distribution Shift Detection | 12 | 7 | May 26, 2026 |
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| Model Ownership Verification | 12 | 3 | Jun 9, 2026 |
|---|