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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 |
|---|---|---|---|---|
| Vessel Destination Estimation | 1 | 1 | Feb 21, 2026 | |
| Single-object 3D detection | 1 | 1 | Feb 18, 2026 | |
| Social Navigation Perception Prediction | 1 | 1 | Feb 21, 2026 | |
| Perception Safety Evaluation | 1 | 1 | Feb 21, 2026 | |
| Future Trajectory Degradation Prediction | 1 | 1 | Feb 21, 2026 | |
| 3D Face Geometry Reconstruction | 1 | 1 | Feb 18, 2026 | |
| Open-loop motion behavior modeling | 1 | 1 | Feb 21, 2026 | |
| Text-to-3D Facial Expression Prediction |
| 1 |
| 1 |
| Jul 7, 2026 |
| Predicted Occupancy Grid Estimation | 1 | 1 | Feb 21, 2026 |
|---|
| Intrinsic parameter estimation | 1 | 1 | Jul 7, 2026 |
|---|
| Object Mask Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Dialogue-driven Audio-visual Dialogue Generation | 1 | 1 | Jul 7, 2026 |
|---|
| Compositional Image-Text Matching | 1 | 2 | Feb 27, 2026 |
|---|
| Motion Behavior Generation | 1 | 1 | Feb 21, 2026 |
|---|
| Joint-space residual torque estimation | 1 | 1 | Feb 21, 2026 |
|---|
| Trajectory Prediction Evaluation Correlation | 1 | 1 | Feb 21, 2026 |
|---|
| Right Ventricle Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| VLA Inference | 1 | 1 | Feb 21, 2026 |
|---|
| Emergency braking collision mitigation | 1 | 1 | Feb 21, 2026 |
|---|
| Wrap-Grasp | 1 | 1 | Feb 21, 2026 |
|---|
| Human-to-Robot Video Translation | 1 | 1 | Feb 21, 2026 |
|---|
| DLO Tracking | 1 | 1 | Feb 21, 2026 |
|---|
| Spatial Awareness | 1 | 3 | Jun 11, 2026 |
|---|
| Nighttime Video Deraining | 1 | 1 | Feb 18, 2026 |
|---|
| Saccade Performance Evaluation | 1 | 1 | Feb 21, 2026 |
|---|