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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 |
|---|---|---|---|---|
| SAT Instance Generation | 2 | 2 | May 11, 2026 | |
| Confidence Alignment | 2 | 2 | May 13, 2026 | |
| Action-conditioned Video Prediction | 2 | 2 | Mar 6, 2026 | |
| Personalized Image Segmentation | 2 | 1 | Feb 18, 2026 | |
| Long-CoT Reasoning | 2 | 1 | Mar 13, 2026 | |
| Biography Generation | 2 | 2 | Feb 19, 2026 | |
| General NLP Evaluation | 2 | 2 | Apr 10, 2026 | |
| Jigsaw | 2 | 2 | Mar 30, 2026 | |
| Global Visual-Text Matching | 2 | 1 | Mar 13, 2026 | |
| Graph embedding run-time analysis |
|---|
| 2 |
| 1 |
| Mar 13, 2026 |
| Urban Sensing | 2 | 1 | Mar 13, 2026 |
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| ODE Trajectory Fitting | 2 | 1 | Mar 13, 2026 |
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| Edge Segmentation | 2 | 1 | Mar 13, 2026 |
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| ODE Parameter Recovery | 2 | 1 | Mar 13, 2026 |
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| Ovarian Cancer Detection | 2 | 1 | Mar 13, 2026 |
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| Object State Classification | 2 | 1 | Feb 18, 2026 |
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| Post-purification robustness | 2 | 1 | Feb 18, 2026 |
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| Aerial Visual Localization | 2 | 3 | Jun 29, 2026 |
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| Minimum cost flow problem | 2 | 1 | Feb 18, 2026 |
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| Unsupervised Domain Adaptation Classification | 2 | 3 | Feb 18, 2026 |
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| Gene Expression CAGE Prediction | 2 | 1 | Mar 13, 2026 |
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| Image Aesthetics Classification | 2 | 1 | Feb 18, 2026 |
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| Online Data Assimilation | 2 | 1 | Feb 18, 2026 |
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| Joint Demosaicking and Denoising | 2 | 1 | Feb 18, 2026 |
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| Minimum cost vertex covering problem | 2 | 1 | Feb 18, 2026 |
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