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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 |
|---|---|---|---|---|
| In-shop clothing retrieval | 1 | 4 | Feb 18, 2026 | |
| Document Object Detection | 1 | 1 | Feb 18, 2026 | |
| Instance Tracking | 1 | 1 | Feb 18, 2026 | |
| Video Perception Evaluation | 1 | 1 | Feb 18, 2026 | |
| 2D Body Pose Estimation | 1 | 1 | Feb 18, 2026 | |
| Few-shot action classification | 1 | 3 | Feb 18, 2026 | |
| Egocentric Human Pose Estimation | 1 | 1 | Mar 5, 2026 | |
| Clustering (Preterm) | 1 | 1 | Feb 18, 2026 | |
| Image Inversion and Reconstruction |
| 1 |
| 1 |
| Feb 18, 2026 |
| SAR to NIR Translation | 1 | 1 | Mar 5, 2026 |
|---|
| Image Semantic Editing | 1 | 2 | Feb 18, 2026 |
|---|
| ObjectNav (Label goal) | 1 | 1 | Feb 18, 2026 |
|---|
| Image Inversion and Editing | 1 | 1 | Feb 18, 2026 |
|---|
| ObjectNav (Sketch goal) | 1 | 1 | Feb 18, 2026 |
|---|
| Face Attribute Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Patch-level Visual Referring Prompting (VPR) | 1 | 1 | Feb 18, 2026 |
|---|
| ObjectNav (Audio goal) | 1 | 1 | Feb 18, 2026 |
|---|
| Patch-level Captioning | 1 | 1 | Feb 18, 2026 |
|---|
| ViewNav (Edgemap goal) | 1 | 1 | Feb 18, 2026 |
|---|
| Robotic Reasoning | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Vehicle Tracking | 1 | 1 | Feb 18, 2026 |
|---|
| ObjectNav (Label) | 1 | 1 | Feb 18, 2026 |
|---|
| Visual Query | 1 | 1 | Feb 18, 2026 |
|---|
| ObjectNav (Sketch) | 1 | 1 | Feb 18, 2026 |
|---|
| Object-level 3D Anomaly Detection | 1 | 2 | Mar 27, 2026 |
|---|