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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 |
|---|---|---|---|---|
| Adversarial Multi-label Classification | 1 | 1 | Feb 20, 2026 | |
| Human-Humanoid Interaction | 1 | 1 | Feb 21, 2026 | |
| Visual Commonsense Comparison | 1 | 1 | Feb 18, 2026 | |
| Physics-Aware Interaction Retargeting | 1 | 1 | Feb 21, 2026 | |
| Motion Tracking Control | 1 | 1 | Feb 21, 2026 | |
| Vision-based Robotic Manipulation | 1 | 1 | Feb 21, 2026 | |
| finger-specific affordance grounding | 1 | 1 | Feb 21, 2026 | |
| Lane following and obstacle avoidance |
| 1 |
| 1 |
| Feb 21, 2026 |
| Pedestrian tracking | 1 | 1 | Feb 21, 2026 |
|---|
| Realism Comparison | 1 | 1 | Jul 2, 2026 |
|---|
| Object detection and obstacle avoidance | 1 | 1 | Feb 21, 2026 |
|---|
| Co-speech Gesture and Speech Synthesis | 1 | 1 | Feb 18, 2026 |
|---|
| Drone-to-drone localization | 1 | 1 | Feb 21, 2026 |
|---|
| Gesture Motion Synthesis | 1 | 1 | Feb 18, 2026 |
|---|
| Nano-drone racing | 1 | 1 | Feb 21, 2026 |
|---|
| Resource Efficiency Analysis | 1 | 1 | Feb 18, 2026 |
|---|
| Interactive Navigation Reasoning | 1 | 1 | Feb 21, 2026 |
|---|
| Tactile Shape Sensing | 1 | 1 | Feb 21, 2026 |
|---|
| Autonomous quadrotor landing on a moving platform | 1 | 1 | Feb 21, 2026 |
|---|
| Floor Detection | 1 | 1 | Feb 21, 2026 |
|---|
| Surveillance | 1 | 1 | Feb 18, 2026 |
|---|
| Robotic singing animation | 1 | 1 | Feb 21, 2026 |
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| Ripeness Estimation | 1 | 1 | Feb 21, 2026 |
|---|
| Embodied Semantic Placement | 1 | 1 | Feb 18, 2026 |
|---|
| Face orientation estimation | 1 | 1 | Feb 18, 2026 |
|---|