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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 |
|---|---|---|---|---|
| 3D Human-Object Interaction reconstruction | 4 | 2 | Apr 23, 2026 | |
| Neural caching with student retraining | 4 | 1 | Feb 18, 2026 | |
| Predictive process monitoring | 4 | 1 | Mar 31, 2026 | |
| Human Matting | 4 | 3 | Feb 22, 2026 | |
| Text-image alignment | 4 | 4 | May 8, 2026 | |
| Scene-level Fine-Grained SBIR | 4 | 1 | Feb 18, 2026 | |
| Aerodynamic field prediction | 4 | 3 | May 22, 2026 | |
| EEG-based Emotion Recognition | 4 | 2 | Jun 11, 2026 | |
| Turn-taking detection |
| 4 |
| 2 |
| Apr 23, 2026 |
| Voice Pathology Detection | 4 | 2 | Jun 8, 2026 |
|---|
| Long-horizon TAMP | 4 | 2 | Jun 26, 2026 |
|---|
| Normal Reconstruction | 4 | 3 | Mar 4, 2026 |
|---|
| Streaming Perception | 4 | 3 | Feb 18, 2026 |
|---|
| Underwater 3D Scene Reconstruction | 4 | 1 | Apr 1, 2026 |
|---|
| Answer-level hallucination detection | 4 | 2 | Jul 1, 2026 |
|---|
| Overlap Handling Evaluation | 4 | 1 | Mar 30, 2026 |
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| Gene-level biological representation evaluation | 4 | 1 | Mar 30, 2026 |
|---|
| Battery SoH Prediction | 4 | 1 | Feb 21, 2026 |
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| RUL Forecasting | 4 | 1 | Feb 21, 2026 |
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| Articulated Object Reconstruction and Motion Estimation | 4 | 5 | May 26, 2026 |
|---|
| Adaptation with outlier datasets | 4 | 1 | Mar 27, 2026 |
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| Constrained Symbolic Regression | 4 | 1 | Mar 27, 2026 |
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| Instruction-following Trajectory Evaluation | 4 | 1 | Mar 27, 2026 |
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| Hurst estimation | 4 | 1 | Feb 21, 2026 |
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| Video Transcoding | 4 | 1 | Mar 27, 2026 |
|---|