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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 |
|---|---|---|---|---|
| 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 |
|---|
| GUI Interaction Localization | 1 | 1 | Feb 21, 2026 |
|---|
| Interactive Perception | 1 | 1 | Feb 21, 2026 |
|---|
| Target Perception | 1 | 1 | Feb 21, 2026 |
|---|
| Visual Cognition | 1 | 1 | Feb 18, 2026 |
|---|
| Spoofing Method Identification | 1 | 1 | Feb 21, 2026 |
|---|
| Scene-aware visually driven speech synthesis | 1 | 1 | Feb 21, 2026 |
|---|
| Camera Pose Estimation from 2D-3D point and line correspondences | 1 | 1 | Feb 18, 2026 |
|---|
| Superclass Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Average Classification Performance | 1 | 1 | Feb 27, 2026 |
|---|
| Zero-shot Classification (V → T) | 1 | 1 | Feb 27, 2026 |
|---|
| Facial Action Unit Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Depth Completion (Varying Density) | 1 | 1 | Feb 18, 2026 |
|---|
| Face-voice association | 1 | 1 | Feb 21, 2026 |
|---|
| Image-Caption Alignment | 1 | 1 | Feb 18, 2026 |
|---|