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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 |
|---|---|---|---|---|
| Networking Load Balancing | 4 | 1 | Feb 18, 2026 | |
| Exemplar-based 3D Generation | 4 | 1 | Feb 18, 2026 | |
| EEG-based Emotion Recognition | 4 | 2 | Jun 11, 2026 | |
| Multi-Instance Learning TPAUC Maximization | 4 | 1 | Feb 18, 2026 | |
| Aerodynamic field prediction | 4 | 3 | May 22, 2026 | |
| Semantic consistency evaluation | 4 | 3 | Jun 9, 2026 | |
| KV Cache Quantization | 4 | 2 | Jun 24, 2026 | |
| Gradient Estimation | 4 | 2 | May 21, 2026 | |
| Single-life task completion |
| 4 |
| 1 |
| Feb 18, 2026 |
| Composite Interception | 4 | 1 | Mar 31, 2026 |
|---|
| RUL Forecasting | 4 | 1 | Feb 21, 2026 |
|---|
| Action-driven human motion prediction | 4 | 1 | Feb 18, 2026 |
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| Metallic Estimation | 4 | 4 | Mar 23, 2026 |
|---|
| World Coordinate 3D Point Tracking on Dynamic Points | 4 | 1 | Mar 31, 2026 |
|---|
| Nonconvex Optimization | 4 | 3 | Jun 5, 2026 |
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| 2D image reconstruction | 4 | 3 | Apr 27, 2026 |
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| Single Objective Optimization | 4 | 2 | May 6, 2026 |
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| Visual Task Adaptation | 4 | 16 | Jun 26, 2026 |
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| Hurst estimation | 4 | 1 | Feb 21, 2026 |
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| Deformable object simulation | 4 | 1 | Feb 21, 2026 |
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| Predictive process monitoring | 4 | 1 | Mar 31, 2026 |
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| Surgical Scene Understanding | 4 | 1 | Feb 18, 2026 |
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| Target Point Relocation | 4 | 1 | Feb 18, 2026 |
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| Muscle fatigue recognition | 4 | 1 | Mar 31, 2026 |
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| Multiple Choice Question | 4 | 3 | Apr 16, 2026 |
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