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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 |
|---|---|---|---|---|
| Landmark Regression | 6 | 4 | Feb 18, 2026 | |
| Method Name Prediction | 6 | 1 | Feb 19, 2026 | |
| Proprioceptive State Estimation | 6 | 1 | Apr 1, 2026 | |
| Uncertainty Attribution | 6 | 2 | Apr 21, 2026 | |
| Video Human Removal | 6 | 1 | Apr 1, 2026 | |
| kNN | 6 | 2 | Apr 14, 2026 | |
| Trajectory Generation via SCP | 6 | 1 | Feb 21, 2026 | |
| Mathematical Word Problems | 6 | 6 | Jun 2, 2026 | |
| Residual torque estimation |
| 6 |
| 1 |
| Feb 21, 2026 |
| Joint Optic Disc and Cup Segmentation | 6 | 1 | Mar 31, 2026 |
|---|
| Question Answering Sufficiency Prediction | 6 | 1 | Feb 19, 2026 |
|---|
| Binary Integer Multiplication | 6 | 1 | Apr 1, 2026 |
|---|
| DSL Evaluation | 6 | 1 | Feb 18, 2026 |
|---|
| Numerical Simulation | 6 | 2 | May 11, 2026 |
|---|
| Generalization Reasoning | 6 | 4 | May 29, 2026 |
|---|
| 3D Video Synthesis | 6 | 3 | Feb 18, 2026 |
|---|
| Personalized Long-Form Generation | 6 | 1 | Feb 19, 2026 |
|---|
| Backdoor Attack Defense | 6 | 4 | Jul 1, 2026 |
|---|
| Visual Explanation Generation | 6 | 4 | May 8, 2026 |
|---|
| Face Identity Restoration | 6 | 1 | Mar 31, 2026 |
|---|
| Active Exploration | 6 | 2 | Jun 12, 2026 |
|---|
| Video Event Spotting | 6 | 1 | Feb 18, 2026 |
|---|
| Medical Knowledge Question Answering | 6 | 4 | Feb 21, 2026 |
|---|
| Continuous Control (Offline RL) | 6 | 1 | Feb 18, 2026 |
|---|
| Human Correlation | 6 | 2 | Mar 24, 2026 |
|---|