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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 |
|---|---|---|---|---|
| Composite Interception | 4 | 1 | Mar 31, 2026 | |
| Predictive process monitoring | 4 | 1 | Mar 31, 2026 | |
| Multimodal motion generation | 4 | 1 | Feb 18, 2026 | |
| Muscle fatigue recognition | 4 | 1 | Mar 31, 2026 | |
| Harmful Query | 4 | 1 | Feb 21, 2026 | |
| Math and Reasoning | 4 | 4 | May 12, 2026 | |
| Long-sequence time-series forecasting | 4 | 1 | Feb 21, 2026 | |
| 3D Rotation Regression | 4 | 2 | Mar 24, 2026 | |
| Neural caching with student retraining |
| 4 |
| 1 |
| Feb 18, 2026 |
| Text-image alignment | 4 | 4 | May 8, 2026 |
|---|
| Neural Caching | 4 | 1 | Feb 18, 2026 |
|---|
| Efficiency Reduction | 4 | 1 | Feb 18, 2026 |
|---|
| Weakly Semi-Supervised Object Detection | 4 | 1 | Feb 18, 2026 |
|---|
| 3D Human-Object Interaction reconstruction | 4 | 2 | Apr 23, 2026 |
|---|
| Aerodynamic field prediction | 4 | 3 | May 22, 2026 |
|---|
| EEG-based Emotion Recognition | 4 | 2 | Jun 11, 2026 |
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| Voice Pathology Detection | 4 | 2 | Jun 8, 2026 |
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| Normal Reconstruction | 4 | 3 | Mar 4, 2026 |
|---|
| 9D Pose Estimation | 4 | 4 | Jun 2, 2026 |
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| Overlap Handling Evaluation | 4 | 1 | Mar 30, 2026 |
|---|
| Turn-taking detection | 4 | 2 | Apr 23, 2026 |
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| Long-horizon TAMP | 4 | 2 | Jun 26, 2026 |
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| RUL Forecasting | 4 | 1 | Feb 21, 2026 |
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| Human Matting | 4 | 3 | Feb 22, 2026 |
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| Nonconvex Optimization | 4 | 3 | Jun 5, 2026 |
|---|