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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 |
|---|---|---|---|---|
| Single Objective Optimization | 4 | 2 | May 6, 2026 | |
| Predictive process monitoring | 4 | 1 | Mar 31, 2026 | |
| Material Retrieval | 4 | 1 | Feb 18, 2026 | |
| EEG-based Emotion Recognition | 4 | 2 | Jun 11, 2026 | |
| RUL Forecasting | 4 | 1 | Feb 21, 2026 | |
| Muscle fatigue recognition | 4 | 1 | Mar 31, 2026 | |
| Nonconvex Optimization | 4 | 3 | Jun 5, 2026 | |
| Watermarking Efficiency | 4 | 2 | Feb 19, 2026 | |
| Carry | 4 | 3 | Mar 10, 2026 | |
| 4 |
| 1 |
| Feb 21, 2026 |
| Advanced Mathematical Problem Solving | 4 | 8 | May 21, 2026 |
|---|
| Deformable object simulation | 4 | 1 | Feb 21, 2026 |
|---|
| NLU Intent Classification and Slot Filling | 4 | 1 | Feb 18, 2026 |
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| Collaborative Object Detection | 4 | 3 | May 29, 2026 |
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| Few-shot Named Entity Recognition | 4 | 3 | Feb 27, 2026 |
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| Histology Image Classification | 4 | 1 | Feb 18, 2026 |
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| Implicit Representation | 4 | 1 | Feb 21, 2026 |
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| In-bed human mesh recovery | 4 | 1 | Feb 18, 2026 |
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| Distributional Prediction | 4 | 3 | Apr 10, 2026 |
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| Minimum Cost Vertex Cover | 4 | 1 | Feb 18, 2026 |
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| IFR Event Detection | 4 | 1 | Feb 21, 2026 |
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| ToF Depth Reconstruction | 4 | 1 | Feb 18, 2026 |
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| Logical deduction | 4 | 4 | May 21, 2026 |
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| Tool Retrieval and Function Selection | 4 | 1 | Feb 21, 2026 |
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| Turn-taking detection | 4 | 2 | Apr 23, 2026 |
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