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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 |
|---|---|---|---|---|
| Deformable object simulation | 4 | 1 | Feb 21, 2026 | |
| Implicit Representation | 4 | 1 | Feb 21, 2026 | |
| Distributional Prediction | 4 | 3 | Apr 10, 2026 | |
| Audio-driven portrait animation | 4 | 3 | Jun 12, 2026 | |
| Question Matching | 4 | 4 | Feb 18, 2026 | |
| Long-horizon TAMP | 4 | 2 | Jun 26, 2026 | |
| IFR Event Detection | 4 | 1 | Feb 21, 2026 | |
| Camera Pose and Layout Estimation | 4 | 1 | Feb 18, 2026 | |
| Primate Behavior Recognition | 4 | 1 | Mar 30, 2026 |
| Head Swapping | 4 | 2 | Mar 25, 2026 |
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| Zero-shot Natural Language Understanding | 4 | 4 | Apr 23, 2026 |
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| 10m U-wind Prediction | 4 | 1 | Apr 1, 2026 |
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| Gene-level biological representation evaluation | 4 | 1 | Mar 30, 2026 |
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| Pairwise Preference Comparison | 4 | 3 | May 29, 2026 |
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| Logical deduction | 4 | 4 | May 21, 2026 |
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| Turn-taking detection | 4 | 2 | Apr 23, 2026 |
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| Overlap Handling Evaluation | 4 | 1 | Mar 30, 2026 |
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| Nonconvex Optimization | 4 | 3 | Jun 5, 2026 |
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| Quantitative Reasoning | 4 | 3 | Jun 2, 2026 |
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| Constrained Symbolic Regression | 4 | 1 | Mar 27, 2026 |
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| General Domain Reasoning | 4 | 5 | Jun 16, 2026 |
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| Co-segmentation | 4 | 3 | Feb 18, 2026 |
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| Adaptation with outlier datasets | 4 | 1 | Mar 27, 2026 |
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| Foraging | 4 | 1 | Feb 18, 2026 |
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| Respiratory Failure Prediction | 4 | 2 | Feb 21, 2026 |
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