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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 |
|---|---|---|---|---|
| Span Semantic Role Labeling | 4 | 2 | Feb 18, 2026 | |
| Muscle fatigue recognition | 4 | 1 | Mar 31, 2026 | |
| Target-Based Sentiment Analysis | 4 | 2 | Feb 18, 2026 | |
| In-bed human mesh recovery | 4 | 1 | Feb 18, 2026 | |
| Collaborative Object Detection | 4 | 3 | May 29, 2026 | |
| Implicit Representation | 4 | 1 | Feb 21, 2026 | |
| Turn-taking detection | 4 | 2 | Apr 23, 2026 | |
| Distributional Prediction | 4 | 3 | Apr 10, 2026 | |
| IFR Event Detection | 4 | 1 | Feb 21, 2026 | |
| Watermarking Efficiency |
| 4 |
| 2 |
| Feb 19, 2026 |
| Spatiotemporal Action Localization | 4 | 4 | Feb 18, 2026 |
|---|
| Long-horizon TAMP | 4 | 2 | Jun 26, 2026 |
|---|
| Tool Retrieval and Function Selection | 4 | 1 | Feb 21, 2026 |
|---|
| Function Selection | 4 | 1 | Feb 21, 2026 |
|---|
| Logical deduction | 4 | 4 | May 21, 2026 |
|---|
| Dense Video Object Captioning | 4 | 2 | Jun 1, 2026 |
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| Knowledge Insertion | 4 | 3 | May 8, 2026 |
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| Wireless traffic prediction | 4 | 1 | Feb 27, 2026 |
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| 3D Layout Estimation | 4 | 6 | Feb 22, 2026 |
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| Overlap Handling Evaluation | 4 | 1 | Mar 30, 2026 |
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| Gene-level biological representation evaluation | 4 | 1 | Mar 30, 2026 |
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| Spatial Perception | 4 | 3 | May 25, 2026 |
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| Atlas Construction | 4 | 1 | Feb 18, 2026 |
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| 2-body dynamics prediction | 4 | 1 | Feb 21, 2026 |
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| Visual Commonsense Reasoning (Q→A) | 4 | 3 | Jun 19, 2026 |
|---|