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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 |
|---|---|---|---|---|
| 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 | |
| Gait Detection | 1 | 1 | Feb 21, 2026 | |
| Raw-domain blind denoising | 1 | 1 | Jul 7, 2026 | |
| White-box Membership Inference Attack | 1 | 1 | Feb 21, 2026 | |
| Object Collision |
| 1 |
| 1 |
| Feb 18, 2026 |
| Nighttime Video Deraining | 1 | 1 | Feb 18, 2026 |
|---|
| Saccade Performance Evaluation | 1 | 1 | Feb 21, 2026 |
|---|
| Seismic Horizon Tracking | 1 | 1 | Feb 21, 2026 |
|---|
| Object / Texture Classification | 1 | 1 | Feb 21, 2026 |
|---|
| Instance-aware Edge Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Pseudo Ground-Truth Generation | 1 | 3 | Feb 19, 2026 |
|---|
| Tangential Tracking | 1 | 1 | Feb 21, 2026 |
|---|
| Multi-agent driving behavior modeling | 1 | 1 | Feb 21, 2026 |
|---|
| 3D Vertebra Reconstruction | 1 | 1 | Feb 21, 2026 |
|---|
| Hyper-representation Learning (5-way 5-shot) | 1 | 1 | Feb 18, 2026 |
|---|
| Social Behaviour Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Scene Graph Generation (SGDet) | 1 | 1 | Feb 18, 2026 |
|---|
| Functional Object Selection | 1 | 1 | Feb 21, 2026 |
|---|
| Multi-person 3D Mesh Recovery | 1 | 1 | Feb 18, 2026 |
|---|
| Interactive Perception | 1 | 1 | Feb 21, 2026 |
|---|
| Target Perception | 1 | 1 | Feb 21, 2026 |
|---|