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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 |
|---|---|---|---|---|
| Quantitative Trading | 10 | 2 | Feb 18, 2026 | |
| Solving PDEs | 10 | 5 | Apr 30, 2026 | |
| Machine Learning | 10 | 7 | Jun 12, 2026 | |
| Knowledge Conflict Resolution | 10 | 4 | Jun 25, 2026 | |
| Packing While Traveling | 10 | 1 | Apr 16, 2026 | |
| Linguistic Steganography | 10 | 4 | Apr 29, 2026 | |
| DAG Structure Recovery | 10 | 1 | Apr 7, 2026 | |
| Crime Prediction | 10 | 3 | Apr 30, 2026 | |
| Audio Description Generation | 10 | 4 | Jun 23, 2026 | |
| Single Image Defocus Deblurring |
| 10 |
| 6 |
| Jun 5, 2026 |
| Safety & Helpfulness Evaluation | 10 | 5 | Jun 4, 2026 |
|---|
| Human motion forecasting | 10 | 6 | Apr 2, 2026 |
|---|
| Object Addition | 10 | 6 | Jun 23, 2026 |
|---|
| 6-DoF Bronchoscope Localization | 10 | 1 | Feb 20, 2026 |
|---|
| Hawkes process modeling | 10 | 1 | Apr 3, 2026 |
|---|
| Collusion Detection | 10 | 1 | Apr 2, 2026 |
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| Multi-agent Path Planning | 10 | 3 | Jun 4, 2026 |
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| Image Manipulation Detection and Localization | 10 | 4 | May 18, 2026 |
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| Gene Representation Learning | 10 | 1 | Feb 18, 2026 |
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| Multi-view Multi-label Classification | 10 | 3 | Jun 4, 2026 |
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| Neural Shape Representation | 10 | 2 | Feb 18, 2026 |
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| Gene embedding | 10 | 1 | Feb 18, 2026 |
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| Abusive language detection | 10 | 6 | Mar 30, 2026 |
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| Referring object classification | 10 | 7 | Feb 27, 2026 |
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| Glacier front delineation | 10 | 2 | Feb 20, 2026 |
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