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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 | |
| Predictive process monitoring | 4 | 1 | Mar 31, 2026 | |
| High-dimensional prediction | 4 | 1 | Feb 21, 2026 | |
| Material Selection | 4 | 2 | Jul 1, 2026 | |
| Multi-arm motion planning | 4 | 3 | Jul 3, 2026 | |
| Natural Language Inference Distribution Estimation | 4 | 1 | Feb 18, 2026 | |
| Closed QA | 4 | 3 | May 22, 2026 | |
| Triplet Alignment | 4 | 2 | May 28, 2026 | |
| Single Objective Optimization | 4 | 2 | May 6, 2026 | |
| Bird's-eye view semantic segmentation |
| 4 |
| 3 |
| Jun 23, 2026 |
| Grammaticality Judgment | 4 | 3 | Jul 1, 2026 |
|---|
| Single-property molecular translation | 4 | 1 | Feb 18, 2026 |
|---|
| Unsupervised Video Object Discovery | 4 | 2 | Jun 1, 2026 |
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| Dialogue Agent Interaction | 4 | 2 | Mar 4, 2026 |
|---|
| Turn-taking detection | 4 | 2 | Apr 23, 2026 |
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| Topic Generation | 4 | 2 | Feb 19, 2026 |
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| Target Generation | 4 | 1 | Feb 18, 2026 |
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| Long-horizon TAMP | 4 | 2 | Jun 26, 2026 |
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| Overlap Handling Evaluation | 4 | 1 | Mar 30, 2026 |
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| Intelligent Beam Selection | 4 | 1 | Feb 21, 2026 |
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| Primate Behavior Recognition | 4 | 1 | Mar 30, 2026 |
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| AADT Prediction | 4 | 2 | Mar 30, 2026 |
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| Simulator Benchmark Optimization | 4 | 1 | Mar 30, 2026 |
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| Output-based feature description evaluation | 4 | 1 | Feb 18, 2026 |
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| Gene-level biological representation evaluation | 4 | 1 | Mar 30, 2026 |
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