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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 |
|---|---|---|---|---|
| Sine Wave Memory | 2 | 1 | Feb 20, 2026 | |
| Arabic Poetry Generation | 2 | 2 | May 1, 2026 | |
| TTC Estimation | 2 | 1 | Mar 18, 2026 | |
| Object TTC estimation | 2 | 1 | Mar 18, 2026 | |
| Open-ended text generation evaluation (Discriminator Accuracy) | 2 | 1 | Feb 18, 2026 | |
| Object Moving | 2 | 2 | Feb 18, 2026 | |
| Absolute Translation Error | 2 | 2 | Mar 20, 2026 | |
| 4x Image Super-Resolution | 2 | 1 | Mar 20, 2026 | |
| Soundscape Emotion Recognition | 2 | 1 | Mar 19, 2026 | |
| Signage-based navigation (SignNav) |
|---|
| 2 |
| 1 |
| Mar 18, 2026 |
| Public Opinion Simulation | 2 | 1 | Mar 18, 2026 |
|---|
| Alzheimer's disease progression prediction | 2 | 2 | Feb 18, 2026 |
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| Geometric path generation | 2 | 1 | Mar 18, 2026 |
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| Interview Assessment | 2 | 1 | Mar 18, 2026 |
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| Robotic Image Segmentation | 2 | 2 | May 26, 2026 |
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| Cross-user Activity Recognition | 2 | 1 | Mar 18, 2026 |
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| Perpetual 3D Scene Generation | 2 | 1 | Feb 18, 2026 |
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| Multi-Agent Reinforcement Learning training efficiency | 2 | 1 | Feb 20, 2026 |
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| Audio-driven motion generation | 2 | 2 | May 28, 2026 |
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| Personalized Story Generation | 2 | 1 | Mar 18, 2026 |
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| Lane change classification | 2 | 1 | Mar 18, 2026 |
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| 3D Gaussian Splatting | 2 | 2 | Apr 23, 2026 |
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| Bimanual Grasp Generation | 2 | 2 | Apr 9, 2026 |
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| Eigenvalue problem | 2 | 1 | Feb 20, 2026 |
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| US elections prediction | 2 | 1 | Mar 18, 2026 |
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