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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 |
|---|---|---|---|---|
| Distributional treatment effect testing | 5 | 1 | Feb 18, 2026 | |
| Spoofing-Robust Speaker Verification | 5 | 1 | Feb 18, 2026 | |
| Constitutive modeling | 5 | 2 | Feb 21, 2026 | |
| Multi-person 3D motion prediction | 5 | 2 | Feb 18, 2026 | |
| Motion Naturalness Assessment | 5 | 1 | Feb 18, 2026 | |
| Abnormal Behavior Detection | 5 | 1 | Apr 7, 2026 | |
| Robot Dynamics Modeling | 5 | 4 | Jun 11, 2026 | |
| Mathematical & Scientific Reasoning | 5 | 8 | Jun 16, 2026 | |
| Knowledge gap detection |
| 5 |
| 1 |
| Apr 6, 2026 |
| Long-horizon navigation | 5 | 2 | May 19, 2026 |
|---|
| Streaming Automatic Speech Recognition | 5 | 3 | May 19, 2026 |
|---|
| Linguistic Promptable Video Object Segmentation | 5 | 1 | Apr 7, 2026 |
|---|
| Race Condition Detection | 5 | 1 | Apr 6, 2026 |
|---|
| Generalization Performance | 5 | 2 | Feb 20, 2026 |
|---|
| Multilingual Knowledge | 5 | 7 | Jun 16, 2026 |
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| Multi-class Segmentation | 5 | 4 | Mar 20, 2026 |
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| Agentic Tasks | 5 | 4 | Jun 11, 2026 |
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| Glass Transition Temperature Prediction | 5 | 2 | May 27, 2026 |
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| 3D Face Shape Reconstruction | 5 | 4 | Feb 18, 2026 |
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| Relative Localization | 5 | 2 | May 20, 2026 |
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| Model Training | 5 | 2 | Apr 15, 2026 |
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| Object Proposal | 5 | 4 | Mar 19, 2026 |
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| Review Score Generation | 5 | 1 | Feb 19, 2026 |
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| Expert Question Answering | 5 | 2 | Jun 4, 2026 |
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| Rule Discovery | 5 | 2 | Jun 29, 2026 |
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