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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 |
|---|---|---|---|---|
| Monte Carlo Integration | 2 | 2 | Feb 27, 2026 | |
| Coarse-grained molecular sampling | 2 | 1 | Feb 20, 2026 | |
| Absolute Translation Error | 2 | 2 | Mar 20, 2026 | |
| Interview Assessment | 2 | 1 | Mar 18, 2026 | |
| Object TTC estimation | 2 | 1 | Mar 18, 2026 | |
| Mass Detection | 2 | 1 | Feb 18, 2026 | |
| Protein Variant Effect Prediction | 2 | 3 | May 28, 2026 | |
| Model Unlearning | 2 | 2 | May 19, 2026 | |
| Geometric path generation | 2 | 1 | Mar 18, 2026 |
| Public Opinion Simulation | 2 | 1 | Mar 18, 2026 |
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| Bias QA | 2 | 1 | Feb 20, 2026 |
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| Single-image world generation | 2 | 1 | Mar 18, 2026 |
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| 1-view-based novel view generation | 2 | 1 | Mar 18, 2026 |
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| Signage-based navigation (SignNav) | 2 | 1 | Mar 18, 2026 |
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| Predicted Object Segmentation | 2 | 1 | Feb 18, 2026 |
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| Single-Doc Question Answering | 2 | 4 | May 12, 2026 |
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| 3D Gaussian Splatting | 2 | 2 | Apr 23, 2026 |
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| Cross-user Activity Recognition | 2 | 1 | Mar 18, 2026 |
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| Personalized Story Generation | 2 | 1 | Mar 18, 2026 |
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| Open-ended text generation evaluation (Discriminator Accuracy) | 2 | 1 | Feb 18, 2026 |
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| Lane change classification | 2 | 1 | Mar 18, 2026 |
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| Bimanual Grasp Generation | 2 | 2 | Apr 9, 2026 |
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| Bimanual Grasping | 2 | 2 | Jun 9, 2026 |
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| Object Moving | 2 | 2 | Feb 18, 2026 |
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| Housing prices prediction | 2 | 1 | Mar 18, 2026 |
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