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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 |
|---|---|---|---|---|
| Bounding Box Prediction | 4 | 3 | May 19, 2026 | |
| Data augmentation policy search | 4 | 2 | Feb 18, 2026 | |
| Aerodynamic field prediction | 4 | 3 | May 22, 2026 | |
| Target Point Relocation | 4 | 1 | Feb 18, 2026 | |
| Aspect extraction and sentiment classification | 4 | 4 | Feb 18, 2026 | |
| RGB point cloud generation | 4 | 1 | Mar 31, 2026 | |
| Surgical Scene Understanding | 4 | 1 | Feb 18, 2026 | |
| Open-ended VQA | 4 | 6 | Jun 1, 2026 | |
| Reaching the farthest column |
| 4 |
| 1 |
| Feb 18, 2026 |
| Composite Interception | 4 | 1 | Mar 31, 2026 |
|---|
| RUL Forecasting | 4 | 1 | Feb 21, 2026 |
|---|
| Nonconvex Optimization | 4 | 3 | Jun 5, 2026 |
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| Deformable object simulation | 4 | 1 | Feb 21, 2026 |
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| Hurst estimation | 4 | 1 | Feb 21, 2026 |
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| Bitcoin wallet classification | 4 | 1 | Feb 18, 2026 |
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| KV Cache Quantization | 4 | 2 | Jun 24, 2026 |
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| World Coordinate 3D Point Tracking on Dynamic Points | 4 | 1 | Mar 31, 2026 |
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| Long-horizon Task Execution | 4 | 5 | May 19, 2026 |
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| Hanabi | 4 | 1 | Feb 18, 2026 |
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| Scientific Paper Writing | 4 | 1 | Mar 31, 2026 |
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| Text-Video Retrieval | 4 | 3 | Feb 27, 2026 |
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| scRNA-seq clustering | 4 | 1 | Feb 18, 2026 |
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| Single Objective Optimization | 4 | 2 | May 6, 2026 |
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| Predictive process monitoring | 4 | 1 | Mar 31, 2026 |
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| 3D Character Generation | 4 | 3 | Feb 20, 2026 |
|---|