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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 |
|---|---|---|---|---|
| Motion Generation (Segment) | 1 | 1 | Feb 21, 2026 | |
| Robust Prototype Estimation | 1 | 1 | Feb 18, 2026 | |
| Physical Grasping | 1 | 2 | Apr 1, 2026 | |
| Semantic Type Classification | 1 | 1 | Feb 18, 2026 | |
| Localization Map Generation | 1 | 1 | Feb 18, 2026 | |
| Real-world Blind Grasping | 1 | 1 | Feb 21, 2026 | |
| Multiscale point cloud selection | 1 | 1 | Feb 20, 2026 | |
| Driving Video Synthesis | 1 | 1 | Feb 18, 2026 | |
| Motion and Object Tracking |
| 1 |
| 1 |
| Feb 21, 2026 |
| Robot Navigation Human-Likeness Evaluation | 1 | 1 | Feb 21, 2026 |
|---|
| Video-based generative performance | 1 | 7 | Feb 18, 2026 |
|---|
| Future Occupancy Prediction | 1 | 2 | Jul 7, 2026 |
|---|
| Personalized end-to-end autonomous driving | 1 | 1 | Feb 21, 2026 |
|---|
| Light Attribute Prediction | 1 | 1 | Jun 30, 2026 |
|---|
| Point-cloud Gradient Flow | 1 | 1 | Feb 18, 2026 |
|---|
| Task Detection | 1 | 1 | Feb 21, 2026 |
|---|
| Object Order Perception | 1 | 1 | Feb 18, 2026 |
|---|
| Force Measurement | 1 | 1 | Feb 21, 2026 |
|---|
| Semantic Object Identification | 1 | 1 | Feb 18, 2026 |
|---|
| Erasing Task | 1 | 1 | Feb 21, 2026 |
|---|
| Instance Object Identification | 1 | 1 | Feb 18, 2026 |
|---|
| Toy-Match | 1 | 1 | Feb 21, 2026 |
|---|
| Universal Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Cable-Match | 1 | 1 | Feb 21, 2026 |
|---|
| Monocular Full-body Motion Capture | 1 | 1 | Feb 27, 2026 |
|---|