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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 |
|---|---|---|---|---|
| Spoken Question Answering Retrieval | 4 | 1 | Apr 14, 2026 | |
| Predictive process monitoring | 4 | 1 | Mar 31, 2026 | |
| Exemplar-based 3D Generation | 4 | 1 | Feb 18, 2026 | |
| Muscle fatigue recognition | 4 | 1 | Mar 31, 2026 | |
| Hurst estimation | 4 | 1 | Feb 21, 2026 | |
| House price prediction | 4 | 2 | Jun 23, 2026 | |
| Implicit Representation | 4 | 1 | Feb 21, 2026 | |
| Scientific Paper Writing | 4 | 1 | Mar 31, 2026 | |
| Multilingual Knowledge Graph Alignment |
| 4 |
| 1 |
| Feb 18, 2026 |
| Multi-person 3D Human Pose Estimation | 4 | 13 | Apr 14, 2026 |
|---|
| Video Dehazing | 4 | 2 | May 13, 2026 |
|---|
| Distributional Prediction | 4 | 3 | Apr 10, 2026 |
|---|
| Inference Efficiency Analysis | 4 | 4 | Jun 9, 2026 |
|---|
| Tissue deformation prediction | 4 | 1 | Feb 18, 2026 |
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| Networking Load Balancing | 4 | 1 | Feb 18, 2026 |
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| IFR Event Detection | 4 | 1 | Feb 21, 2026 |
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| Multi-Instance Learning TPAUC Maximization | 4 | 1 | Feb 18, 2026 |
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| Long-horizon TAMP | 4 | 2 | Jun 26, 2026 |
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| Metallic Estimation | 4 | 4 | Mar 23, 2026 |
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| Semantic consistency evaluation | 4 | 3 | Jun 9, 2026 |
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| Overlap Handling Evaluation | 4 | 1 | Mar 30, 2026 |
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| Pairwise Preference Comparison | 4 | 3 | May 29, 2026 |
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| Gradient Estimation | 4 | 2 | May 21, 2026 |
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| 10m U-wind Prediction | 4 | 1 | Apr 1, 2026 |
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| Answer-level hallucination detection | 4 | 2 | Jul 1, 2026 |
|---|