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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 |
|---|---|---|---|---|
| Muscle fatigue recognition | 4 | 1 | Mar 31, 2026 | |
| 3D Building Instance Segmentation | 4 | 1 | Feb 18, 2026 | |
| Gamma Image Denoising | 4 | 1 | Feb 18, 2026 | |
| Target Generation | 4 | 1 | Feb 18, 2026 | |
| Unsupervised Landmark Detection | 4 | 1 | Feb 18, 2026 | |
| Long-horizon TAMP | 4 | 2 | Jun 26, 2026 | |
| Dialogue Agent Interaction | 4 | 2 | Mar 4, 2026 | |
| Topic Generation | 4 | 2 | Feb 19, 2026 | |
| Correspondence | 4 | 1 | Feb 18, 2026 | |
| Turn-taking detection |
| 4 |
| 2 |
| Apr 23, 2026 |
| Latency profiling | 4 | 1 | Feb 21, 2026 |
|---|
| Intelligent Beam Selection | 4 | 1 | Feb 21, 2026 |
|---|
| Forward synthesis | 4 | 4 | Jun 23, 2026 |
|---|
| Supervised Domain Adaptation | 4 | 1 | Feb 18, 2026 |
|---|
| Primate Behavior Recognition | 4 | 1 | Mar 30, 2026 |
|---|
| Simulator Benchmark Optimization | 4 | 1 | Mar 30, 2026 |
|---|
| Carbon-aware Flexible Job Shop Scheduling | 4 | 1 | Feb 21, 2026 |
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| AADT Prediction | 4 | 2 | Mar 30, 2026 |
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| Mortality risk prediction | 4 | 1 | Feb 21, 2026 |
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| Gene-level biological representation evaluation | 4 | 1 | Mar 30, 2026 |
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| Video Super-Resolution and Deblurring | 4 | 2 | Feb 20, 2026 |
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| Reasoning Temporal Localization | 4 | 4 | Jul 7, 2026 |
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| Output-based feature description evaluation | 4 | 1 | Feb 18, 2026 |
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| 3D Avatar Generation | 4 | 4 | Apr 10, 2026 |
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| Water Demand Forecasting | 4 | 1 | Feb 21, 2026 |
|---|