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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 |
|---|---|---|---|---|
| Human Correlation | 6 | 2 | Mar 24, 2026 | |
| Robotic Motion Planning | 6 | 2 | Mar 6, 2026 | |
| Demand Prediction | 6 | 4 | Jun 16, 2026 | |
| Cup Catch | 6 | 3 | May 18, 2026 | |
| Trajectory Generation via SCP | 6 | 1 | Feb 21, 2026 | |
| DSL Evaluation | 6 | 1 | Feb 18, 2026 | |
| Tensor Reconstruction | 6 | 2 | Mar 4, 2026 | |
| Backdoor Attack Defense | 6 | 4 | Jul 1, 2026 | |
| Binary Integer Multiplication | 6 | 1 | Apr 1, 2026 | |
| Question Answering Sufficiency Prediction |
| 6 |
| 1 |
| Feb 19, 2026 |
| Generalization Reasoning | 6 | 4 | May 29, 2026 |
|---|
| Residual torque estimation | 6 | 1 | Feb 21, 2026 |
|---|
| Active Exploration | 6 | 2 | Jun 12, 2026 |
|---|
| Personalized Long-Form Generation | 6 | 1 | Feb 19, 2026 |
|---|
| Numerical Simulation | 6 | 2 | May 11, 2026 |
|---|
| 2-way Few-Shot Semantic Segmentation | 6 | 2 | Feb 18, 2026 |
|---|
| Medical Knowledge Question Answering | 6 | 4 | Feb 21, 2026 |
|---|
| Video Human Removal | 6 | 1 | Apr 1, 2026 |
|---|
| Mathematical Word Problems | 6 | 6 | Jun 2, 2026 |
|---|
| Continuous Control (Offline RL) | 6 | 1 | Feb 18, 2026 |
|---|
| Dialogue act prediction | 6 | 1 | Feb 27, 2026 |
|---|
| Face Identity Restoration | 6 | 1 | Mar 31, 2026 |
|---|
| Differential Morphing Attack Detection | 6 | 2 | Apr 21, 2026 |
|---|
| Speech-driven gesture generation | 6 | 6 | May 8, 2026 |
|---|
| Temporal Extrapolation | 6 | 3 | May 22, 2026 |
|---|