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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 |
|---|---|---|---|---|
| Perceptual Speech Quality Assessment | 6 | 1 | Feb 21, 2026 | |
| Personalized PageRank | 6 | 1 | Feb 18, 2026 | |
| Question Answering with Abstention | 6 | 3 | May 12, 2026 | |
| Particle picking | 6 | 2 | Apr 21, 2026 | |
| Method Name Prediction | 6 | 1 | Feb 19, 2026 | |
| Facility Location | 6 | 2 | Feb 22, 2026 | |
| Operations Research Modeling and Solving | 6 | 3 | Jun 26, 2026 | |
| Fundamental Frequency Estimation | 6 | 1 | Feb 21, 2026 | |
| Symbolic Music Modeling | 6 | 1 | Feb 18, 2026 | |
| 6 |
| 2 |
| Mar 31, 2026 |
| Visual Relocalization | 6 | 7 | Jul 7, 2026 |
|---|
| Grayscale Video Reconstruction | 6 | 1 | Feb 18, 2026 |
|---|
| Image-to-Audio Generation | 6 | 4 | Jun 16, 2026 |
|---|
| Affine Surface Registration | 6 | 1 | Apr 3, 2026 |
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| Facial Attribute Editing Defense | 6 | 1 | Apr 3, 2026 |
|---|
| Full-field Reconstruction | 6 | 2 | May 14, 2026 |
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| Multi-exposure Correction | 6 | 2 | Feb 19, 2026 |
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| Empathetic Dialogue Generation | 6 | 5 | Apr 10, 2026 |
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| Counterfactual Outcome Estimation | 6 | 3 | Apr 16, 2026 |
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| Product type extraction | 6 | 1 | Feb 18, 2026 |
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| Robotic Motion Planning | 6 | 2 | Mar 6, 2026 |
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| Generalization Reasoning | 6 | 4 | May 29, 2026 |
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| Mathematical Word Problems | 6 | 6 | Jun 2, 2026 |
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| Open-vocabulary keyword spotting | 6 | 2 | Mar 20, 2026 |
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| Hateful Image Detection | 6 | 1 | Feb 18, 2026 |
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