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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 |
|---|---|---|---|---|
| Persistent Homology Computation | 12 | 2 | Jun 18, 2026 | |
| Group Emotion Recognition | 12 | 2 | Jun 9, 2026 | |
| Privacy Preservation | 12 | 7 | May 27, 2026 | |
| Story Visualization | 12 | 8 | May 28, 2026 | |
| Grid-world Navigation | 12 | 3 | May 15, 2026 | |
| Motion Control | 12 | 7 | Jul 7, 2026 | |
| Sufficient Dimension Reduction | 12 | 2 | Jun 2, 2026 | |
| MSK MRI Segmentation | 12 | 1 | Apr 6, 2026 | |
| MMD Variance Estimation |
| 12 |
| 1 |
| Feb 21, 2026 |
| Morphological Segmentation | 12 | 4 | Mar 20, 2026 |
|---|
| Hallucination assessment | 12 | 22 | Jun 11, 2026 |
|---|
| Conservation Error Estimation | 12 | 1 | Apr 1, 2026 |
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| Multi-View Pose Estimation | 12 | 4 | May 28, 2026 |
|---|
| Safety Content Detection | 12 | 2 | Jun 5, 2026 |
|---|
| Placement | 12 | 3 | Jun 15, 2026 |
|---|
| UAV Path Planning | 12 | 4 | Jun 5, 2026 |
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| Particle physics data unfolding | 12 | 1 | Feb 21, 2026 |
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| Machine learning engineering | 12 | 13 | Jul 1, 2026 |
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| Compiler Arguments Optimization | 12 | 1 | Jul 9, 2026 |
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| Gene perturbation representation learning | 12 | 1 | Feb 21, 2026 |
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| Explanation quality evaluation | 12 | 6 | May 12, 2026 |
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| 3D Panoptic Segmentation | 12 | 7 | Jun 9, 2026 |
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| MaxSAT | 12 | 1 | Apr 9, 2026 |
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| Non-smooth PDE solution regression | 12 | 1 | Mar 31, 2026 |
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| Multi-behavior Recommendation | 12 | 7 | Jun 2, 2026 |
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