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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 |
|---|---|---|---|---|
| Open-ended Scene Graph Generation | 1 | 1 | Feb 18, 2026 | |
| Interventional view navigation | 1 | 1 | Feb 18, 2026 | |
| DensePose Estimation | 1 | 1 | Feb 18, 2026 | |
| Motion Amplitude Assessment | 1 | 1 | Feb 22, 2026 | |
| BI-RADS Classification | 1 | 1 | Feb 18, 2026 | |
| Multi-view Keypoint Correspondence | 1 | 1 | Feb 18, 2026 | |
| Pose Estimation and Tracking | 1 | 2 | Feb 18, 2026 | |
| Vision-Language | 1 | 1 | Feb 18, 2026 | |
| Concept Generalization |
| 1 |
| 1 |
| Feb 18, 2026 |
| Instructional Video Understanding | 1 | 1 | Feb 18, 2026 |
|---|
| Behavior video labeling | 1 | 1 | Feb 22, 2026 |
|---|
| Surrounding View Synthesis | 1 | 1 | Feb 18, 2026 |
|---|
| Distinguishing correct from incorrect AI classifications | 1 | 1 | Feb 18, 2026 |
|---|
| Object Affordance Labeling | 1 | 1 | Feb 18, 2026 |
|---|
| Human global trajectory and motion reconstruction | 1 | 2 | Mar 19, 2026 |
|---|
| Image Location Prediction | 1 | 1 | Feb 27, 2026 |
|---|
| Cause discovery for incorrect predictions | 1 | 1 | Feb 18, 2026 |
|---|
| Discovering the causes of incorrect predictions | 1 | 2 | May 20, 2026 |
|---|
| Sub-activity Labeling | 1 | 1 | Feb 18, 2026 |
|---|
| Visual Difference Discernment | 1 | 1 | Feb 18, 2026 |
|---|
| Bird's Eye View Object Detection (Car) | 1 | 4 | Feb 27, 2026 |
|---|
| HOI Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| LV / MYO / RV Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| High-level Activity Labeling | 1 | 1 | Feb 18, 2026 |
|---|
| CXR-to-report generation | 1 | 2 | Feb 21, 2026 |
|---|