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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 |
|---|---|---|---|---|
| Text-line extraction | 1 | 1 | Feb 18, 2026 | |
| Annotation Quality Assessment | 1 | 1 | Feb 24, 2026 | |
| Body Part Localization | 1 | 1 | Feb 18, 2026 | |
| Video Text Detection | 1 | 1 | Feb 18, 2026 | |
| Single-image novel-view video generation | 1 | 1 | Feb 24, 2026 | |
| Pose and Shape Registration | 1 | 1 | Feb 18, 2026 | |
| Camera-space hand mesh recovery | 1 | 1 | Feb 18, 2026 | |
| Portal Vein Tree Identification | 1 | 1 | Feb 18, 2026 | |
| im2recipe |
| 1 |
| 1 |
| Feb 18, 2026 |
| Portal Vein Branches Identification | 1 | 1 | Feb 18, 2026 |
|---|
| Box-level Floorplan Layout Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Constraint-level Floorplan Layout Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Foundation Model Training | 1 | 1 | Feb 18, 2026 |
|---|
| Multiple Object Tracking with textual prompt input | 1 | 1 | Feb 18, 2026 |
|---|
| im2recipe retrieval | 1 | 1 | Feb 18, 2026 |
|---|
| Partial-set Unsupervised Domain Adaptation | 1 | 1 | Feb 18, 2026 |
|---|
| Table Querying | 1 | 1 | Feb 18, 2026 |
|---|
| Visual Question Answering (Edit Inspection) | 1 | 1 | Feb 18, 2026 |
|---|
| Grad-CAM Evaluation | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Hand Shape and Color Reconstruction | 1 | 1 | Feb 18, 2026 |
|---|
| Table Detection + Table Querying | 1 | 1 | Feb 18, 2026 |
|---|
| Robotic Grasp Recognition | 1 | 1 | Feb 18, 2026 |
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| 3D Local Feature Extraction | 1 | 1 | Feb 18, 2026 |
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| Color reconstruction | 1 | 1 | Feb 18, 2026 |
|---|
| Egocentric Repetitive Action Counting | 1 | 1 | Feb 18, 2026 |
|---|