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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 |
|---|---|---|---|---|
| World Coordinate 3D Point Tracking on Dynamic Points | 4 | 1 | Mar 31, 2026 | |
| Single Objective Optimization | 4 | 2 | May 6, 2026 | |
| Multi-horizon clinical forecasting | 4 | 1 | Feb 21, 2026 | |
| Harmful Query | 4 | 1 | Feb 21, 2026 | |
| Math and Reasoning | 4 | 4 | May 12, 2026 | |
| Muscle fatigue recognition | 4 | 1 | Mar 31, 2026 | |
| 3D Human-Object Interaction reconstruction | 4 | 2 | Apr 23, 2026 | |
| Long-sequence time-series forecasting | 4 | 1 | Feb 21, 2026 | |
| 4 |
| 1 |
| Feb 18, 2026 |
| Normal Reconstruction | 4 | 3 | Mar 4, 2026 |
|---|
| Voice Pathology Detection | 4 | 2 | Jun 8, 2026 |
|---|
| Aerodynamic field prediction | 4 | 3 | May 22, 2026 |
|---|
| Neural caching with student retraining | 4 | 1 | Feb 18, 2026 |
|---|
| Real image denoising | 4 | 7 | Apr 14, 2026 |
|---|
| EEG-based Emotion Recognition | 4 | 2 | Jun 11, 2026 |
|---|
| Articulated Object Reconstruction and Motion Estimation | 4 | 5 | May 26, 2026 |
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| Long-horizon TAMP | 4 | 2 | Jun 26, 2026 |
|---|
| Battery SoH Prediction | 4 | 1 | Feb 21, 2026 |
|---|
| Myocardial Infarction classification | 4 | 2 | Feb 18, 2026 |
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| Predictive process monitoring | 4 | 1 | Mar 31, 2026 |
|---|
| Turn-taking detection | 4 | 2 | Apr 23, 2026 |
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| Text-image alignment | 4 | 4 | May 8, 2026 |
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| Perception Restoration | 4 | 1 | Feb 18, 2026 |
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| Subtyping prediction | 4 | 1 | Feb 18, 2026 |
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| Simulator Benchmark Optimization | 4 | 1 | Mar 30, 2026 |
|---|