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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 |
|---|---|---|---|---|
| Expected Runtime Optimization | 4 | 1 | Feb 21, 2026 | |
| High-dimensional prediction | 4 | 1 | Feb 21, 2026 | |
| Japanese example suggestion | 4 | 1 | Feb 18, 2026 | |
| World Coordinate 3D Point Tracking on Dynamic Points | 4 | 1 | Mar 31, 2026 | |
| Arabic Dialect Segmentation | 4 | 1 | Feb 18, 2026 | |
| Semi-supervised Long-tailed Image Classification | 4 | 2 | Feb 18, 2026 | |
| JSON generation | 4 | 4 | Jun 4, 2026 | |
| Binding Affinity | 4 | 1 | Mar 31, 2026 | |
| Composite Interception | 4 | 1 | Mar 31, 2026 | |
| 4 |
| 1 |
| Feb 27, 2026 |
| Geometric Correspondence | 4 | 3 | Jun 15, 2026 |
|---|
| General Intelligence Evaluation | 4 | 5 | May 20, 2026 |
|---|
| LLM Personalization | 4 | 2 | Jun 4, 2026 |
|---|
| Scientific Paper Writing | 4 | 1 | Mar 31, 2026 |
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| Single Objective Optimization | 4 | 2 | May 6, 2026 |
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| Predictive process monitoring | 4 | 1 | Mar 31, 2026 |
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| Muscle fatigue recognition | 4 | 1 | Mar 31, 2026 |
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| Natural Language Inference Distribution Estimation | 4 | 1 | Feb 18, 2026 |
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| Turn-taking detection | 4 | 2 | Apr 23, 2026 |
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| Triplet Alignment | 4 | 2 | May 28, 2026 |
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| Closed QA | 4 | 3 | May 22, 2026 |
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| Intelligent Beam Selection | 4 | 1 | Feb 21, 2026 |
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| Long-horizon TAMP | 4 | 2 | Jun 26, 2026 |
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| Carbon-aware Flexible Job Shop Scheduling | 4 | 1 | Feb 21, 2026 |
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| Target Generation | 4 | 1 | Feb 18, 2026 |
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