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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 |
|---|---|---|---|---|
| Textual Graph Reasoning | 2 | 3 | Jul 2, 2026 | |
| Natural Language to FHIRPath query generation | 2 | 1 | Mar 26, 2026 | |
| CVR estimation | 2 | 1 | Mar 26, 2026 | |
| CTCVR estimation | 2 | 1 | Mar 26, 2026 | |
| Multi-disciplinary Reasoning | 2 | 2 | May 8, 2026 | |
| Hard Reasoning | 2 | 3 | Jun 11, 2026 | |
| Estimation and Uncertainty Quantification | 2 | 1 | Mar 26, 2026 | |
| Market-consistency diagnostics for sentiment-reconstruction pipelines | 2 | 1 | Mar 26, 2026 | |
| Text-to-Region Detection |
| 2 |
| 1 |
| Mar 25, 2026 |
| Sentiment Reconstruction | 2 | 1 | Mar 26, 2026 |
|---|
| E-commerce relevance modeling | 2 | 2 | Jun 4, 2026 |
|---|
| Position error correction | 2 | 1 | Mar 25, 2026 |
|---|
| Respiration Rate estimation | 2 | 2 | Feb 21, 2026 |
|---|
| Interference Mitigation | 2 | 1 | Mar 25, 2026 |
|---|
| Federated Time Series Forecasting | 2 | 1 | Mar 25, 2026 |
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| Model Poisoning Defense | 2 | 1 | Mar 25, 2026 |
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| Treatment outcome prediction | 2 | 2 | Mar 24, 2026 |
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| 3D Articulation and Geometry Estimation | 2 | 1 | Mar 25, 2026 |
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| Software Engineering Issue Solving | 2 | 3 | Jun 24, 2026 |
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| Needle Rotation Tracking | 2 | 1 | Mar 25, 2026 |
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| Category-level absolute pose estimation | 2 | 2 | Jul 7, 2026 |
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| Needle Translation Tracking | 2 | 1 | Mar 25, 2026 |
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| CSI Forecasting | 2 | 1 | Mar 25, 2026 |
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| Action-Conditioned Generation | 2 | 2 | Jun 18, 2026 |
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| Encoding | 2 | 1 | Mar 25, 2026 |
|---|