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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 |
|---|---|---|---|---|
| Intrinsic Image Decomposition (Normal) | 1 | 1 | Feb 20, 2026 | |
| Open-vocabulary object recognition | 1 | 1 | Feb 18, 2026 | |
| Cloth Textile Classification | 1 | 1 | Feb 21, 2026 | |
| Socially-compliant Robot Navigation | 1 | 1 | Feb 21, 2026 | |
| High Myopia Screening | 1 | 1 | Feb 18, 2026 | |
| Interactive Visual Grounding | 1 | 1 | Feb 21, 2026 | |
| Lobe classification | 1 | 1 | Jun 30, 2026 | |
| Object Motion Trajectory Generation | 1 | 1 | Feb 20, 2026 | |
| Robot Visual Alignment |
| 1 |
| 1 |
| Feb 21, 2026 |
| Robotic end-effector alignment | 1 | 1 | Feb 21, 2026 |
|---|
| 3D Tongue Reconstruction | 1 | 1 | Feb 18, 2026 |
|---|
| Uncapping | 1 | 1 | Feb 21, 2026 |
|---|
| Capping | 1 | 1 | Feb 21, 2026 |
|---|
| Facial Expression Imitation | 1 | 1 | Feb 21, 2026 |
|---|
| 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 |
|---|
| 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 |
|---|
| Future Occupancy Prediction | 1 | 2 | Jul 7, 2026 |
|---|
| Personalized end-to-end autonomous driving | 1 | 1 | Feb 21, 2026 |
|---|