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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 |
|---|---|---|---|---|
| Scene-level Fine-Grained SBIR | 4 | 1 | Feb 18, 2026 | |
| Harmful Query | 4 | 1 | Feb 21, 2026 | |
| Math and Reasoning | 4 | 4 | May 12, 2026 | |
| Text-image alignment | 4 | 4 | May 8, 2026 | |
| Neural caching with student retraining | 4 | 1 | Feb 18, 2026 | |
| Muscle fatigue recognition | 4 | 1 | Mar 31, 2026 | |
| Long-sequence time-series forecasting | 4 | 1 | Feb 21, 2026 | |
| Streaming Perception | 4 | 3 | Feb 18, 2026 | |
| 3D Human-Object Interaction reconstruction |
| 4 |
| 2 |
| Apr 23, 2026 |
| Offline Context-conditioned Goal-oriented (CGO) Reinforcement Learning | 4 | 1 | Feb 18, 2026 |
|---|
| Visual Species Recognition | 4 | 1 | Feb 21, 2026 |
|---|
| Battery SoH Prediction | 4 | 1 | Feb 21, 2026 |
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| Neural Caching | 4 | 1 | Feb 18, 2026 |
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| Normal Reconstruction | 4 | 3 | Mar 4, 2026 |
|---|
| EEG-based Emotion Recognition | 4 | 2 | Jun 11, 2026 |
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| Long-horizon TAMP | 4 | 2 | Jun 26, 2026 |
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| Voice Pathology Detection | 4 | 2 | Jun 8, 2026 |
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| Overlap Handling Evaluation | 4 | 1 | Mar 30, 2026 |
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| Aerodynamic field prediction | 4 | 3 | May 22, 2026 |
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| Primate Behavior Recognition | 4 | 1 | Mar 30, 2026 |
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| Articulated Object Reconstruction and Motion Estimation | 4 | 5 | May 26, 2026 |
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| RUL Forecasting | 4 | 1 | Feb 21, 2026 |
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| Gene-level biological representation evaluation | 4 | 1 | Mar 30, 2026 |
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| Simulator Benchmark Optimization | 4 | 1 | Mar 30, 2026 |
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| Real image denoising | 4 | 7 | Apr 14, 2026 |
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