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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 |
|---|---|---|---|---|
| Muscle fatigue recognition | 4 | 1 | Mar 31, 2026 | |
| Histology Image Classification | 4 | 1 | Feb 18, 2026 | |
| RUL Forecasting | 4 | 1 | Feb 21, 2026 | |
| Nonconvex Optimization | 4 | 3 | Jun 5, 2026 | |
| Deformable object simulation | 4 | 1 | Feb 21, 2026 | |
| Minimum Cost Vertex Cover | 4 | 1 | Feb 18, 2026 | |
| Collaborative Object Detection | 4 | 3 | May 29, 2026 | |
| In-bed human mesh recovery | 4 | 1 | Feb 18, 2026 | |
| ToF Depth Reconstruction |
| 4 |
| 1 |
| Feb 18, 2026 |
| Turn-taking detection | 4 | 2 | Apr 23, 2026 |
|---|
| Implicit Representation | 4 | 1 | Feb 21, 2026 |
|---|
| Single Objective Optimization | 4 | 2 | May 6, 2026 |
|---|
| Out-of-distribution image detection | 4 | 5 | Feb 18, 2026 |
|---|
| Product poster generation | 4 | 4 | May 12, 2026 |
|---|
| Summarization Faithfulness Evaluation | 4 | 3 | Jun 25, 2026 |
|---|
| Hurst estimation | 4 | 1 | Feb 21, 2026 |
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| Watermarking Efficiency | 4 | 2 | Feb 19, 2026 |
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| Pairwise Preference Comparison | 4 | 3 | May 29, 2026 |
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| Span Semantic Role Labeling | 4 | 2 | Feb 18, 2026 |
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| IFR Event Detection | 4 | 1 | Feb 21, 2026 |
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| Target-Based Sentiment Analysis | 4 | 2 | Feb 18, 2026 |
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| Long-horizon TAMP | 4 | 2 | Jun 26, 2026 |
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| Logical deduction | 4 | 4 | May 21, 2026 |
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| Wireless traffic prediction | 4 | 1 | Feb 27, 2026 |
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| Gene-level biological representation evaluation | 4 | 1 | Mar 30, 2026 |
|---|