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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 |
|---|---|---|---|---|
| Tactile Shape Sensing | 1 | 1 | Feb 21, 2026 | |
| Autonomous quadrotor landing on a moving platform | 1 | 1 | Feb 21, 2026 | |
| Malaria Parasite Classification | 1 | 1 | Jul 2, 2026 | |
| Sketch-Controllable Traffic Simulation | 1 | 1 | Jul 2, 2026 | |
| Floor Detection | 1 | 1 | Feb 21, 2026 | |
| Surveillance | 1 | 1 | Feb 18, 2026 | |
| Robotic singing animation | 1 | 1 | Feb 21, 2026 | |
| Ripeness Estimation | 1 | 1 | Feb 21, 2026 | |
| Embodied Semantic Placement |
| 1 |
| 1 |
| Feb 18, 2026 |
| Face orientation estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Robot tracking control | 1 | 1 | Feb 21, 2026 |
|---|
| 4-Class Breast Density Classification | 1 | 1 | Jul 2, 2026 |
|---|
| Radar Interference Detection | 1 | 1 | Feb 21, 2026 |
|---|
| BI-RADS Assessment | 1 | 1 | Jul 2, 2026 |
|---|
| Event-level early warning analysis | 1 | 1 | Feb 21, 2026 |
|---|
| Joint vehicle detection and pose estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Semantic Risk Detection | 1 | 1 | Feb 21, 2026 |
|---|
| Autonomous Driving Trajectory Prediction and Safety Evaluation | 1 | 1 | Feb 21, 2026 |
|---|
| Spatial Perception and Grounding | 1 | 1 | Feb 21, 2026 |
|---|
| Hip Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Disjoint Areas Inspection | 1 | 1 | Feb 21, 2026 |
|---|
| Language-guided grasp detection and segmentation | 1 | 1 | Feb 21, 2026 |
|---|
| Reasoning Grasping | 1 | 1 | Feb 21, 2026 |
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| Language-guided grasping | 1 | 1 | Feb 21, 2026 |
|---|
| Multi-view Selection | 1 | 1 | Feb 21, 2026 |
|---|