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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 |
|---|---|---|---|---|
| Egocentric Pose Estimation | 4 | 2 | Feb 20, 2026 | |
| Policy Imitation | 4 | 1 | Feb 18, 2026 | |
| Urban flow inference | 4 | 1 | Feb 18, 2026 | |
| RUL Forecasting | 4 | 1 | Feb 21, 2026 | |
| RGB point cloud generation | 4 | 1 | Mar 31, 2026 | |
| Bounding Box Prediction | 4 | 3 | May 19, 2026 | |
| Markush Structure Recognition | 4 | 1 | Mar 31, 2026 | |
| Binding Affinity | 4 | 1 | Mar 31, 2026 | |
| KV Cache Quantization | 4 | 2 | Jun 24, 2026 | |
| Long-sequence time-series forecasting |
| 4 |
| 1 |
| Feb 21, 2026 |
| Data augmentation policy search | 4 | 2 | Feb 18, 2026 |
|---|
| Nonconvex Optimization | 4 | 3 | Jun 5, 2026 |
|---|
| Email Writing | 4 | 3 | Feb 21, 2026 |
|---|
| Long-horizon Task Execution | 4 | 5 | May 19, 2026 |
|---|
| Aspect extraction and sentiment classification | 4 | 4 | Feb 18, 2026 |
|---|
| Single Objective Optimization | 4 | 2 | May 6, 2026 |
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| scRNA-seq integration | 4 | 1 | Feb 18, 2026 |
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| Scientific Paper Writing | 4 | 1 | Mar 31, 2026 |
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| Open-ended VQA | 4 | 6 | Jun 1, 2026 |
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| World Coordinate 3D Point Tracking on Dynamic Points | 4 | 1 | Mar 31, 2026 |
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| scRNA-seq clustering | 4 | 1 | Feb 18, 2026 |
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| Reaching the farthest column | 4 | 1 | Feb 18, 2026 |
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| Predictive process monitoring | 4 | 1 | Mar 31, 2026 |
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| Implicit Representation | 4 | 1 | Feb 21, 2026 |
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| Muscle fatigue recognition | 4 | 1 | Mar 31, 2026 |
|---|