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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 |
|---|---|---|---|---|
| Foraging | 4 | 1 | Feb 18, 2026 | |
| Scene Text Reconstruction | 4 | 1 | Feb 18, 2026 | |
| Cancer Prediction | 4 | 2 | Feb 20, 2026 | |
| Hurst estimation | 4 | 1 | Feb 21, 2026 | |
| Email Subject Generation | 4 | 3 | May 1, 2026 | |
| Monocular 3D Estimation | 4 | 1 | Feb 18, 2026 | |
| Conversational Ability | 4 | 6 | Mar 24, 2026 | |
| Implicit Representation | 4 | 1 | Feb 21, 2026 | |
| Convex Optimization | 4 | 2 | Mar 9, 2026 | |
| Turn-taking detection |
| 4 |
| 2 |
| Apr 23, 2026 |
| Targeted Sentiment Analysis | 4 | 2 | Feb 18, 2026 |
|---|
| Long-horizon TAMP | 4 | 2 | Jun 26, 2026 |
|---|
| Distributional Prediction | 4 | 3 | Apr 10, 2026 |
|---|
| IFR Event Detection | 4 | 1 | Feb 21, 2026 |
|---|
| Overlap Handling Evaluation | 4 | 1 | Mar 30, 2026 |
|---|
| Gene-level biological representation evaluation | 4 | 1 | Mar 30, 2026 |
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| Binary vessel segmentation | 4 | 2 | Feb 19, 2026 |
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| Pairwise Preference Comparison | 4 | 3 | May 29, 2026 |
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| Function Selection | 4 | 1 | Feb 21, 2026 |
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| Wireless traffic prediction | 4 | 1 | Feb 27, 2026 |
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| Asymmetric Traveling Salesperson Problem | 4 | 4 | Jun 2, 2026 |
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| Simulator Benchmark Optimization | 4 | 1 | Mar 30, 2026 |
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| Tool Retrieval and Function Selection | 4 | 1 | Feb 21, 2026 |
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| Primate Behavior Recognition | 4 | 1 | Mar 30, 2026 |
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| General Domain Reasoning | 4 | 5 | Jun 16, 2026 |
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