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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 |
|---|---|---|---|---|
| Thoracic Pathology Classification | 1 | 2 | Feb 18, 2026 | |
| Behavior-based emotion recognition | 1 | 1 | Feb 20, 2026 | |
| Object Trajectory Estimation | 1 | 1 | Feb 18, 2026 | |
| Remote Sensing Visual Instruction Following | 1 | 1 | Feb 20, 2026 | |
| Spatial continuity evaluation | 1 | 1 | May 13, 2026 | |
| Inpainting (Box Mask) | 1 | 1 | Feb 20, 2026 | |
| Leaf-lesion segmentation | 1 | 1 | Feb 20, 2026 | |
| Forest Mapping | 1 | 1 | Feb 20, 2026 | |
| Face Tracking and Reconstruction |
| 1 |
| 1 |
| Feb 18, 2026 |
| Gaze Object Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Region Description and Perception | 1 | 1 | Feb 27, 2026 |
|---|
| 2D Visual Grounding | 1 | 1 | Feb 27, 2026 |
|---|
| Facial Anonymization | 1 | 2 | Apr 21, 2026 |
|---|
| Compositional Accuracy | 1 | 1 | Feb 20, 2026 |
|---|
| Anatomy correspondence | 1 | 1 | Feb 20, 2026 |
|---|
| Static Semantic 3D Gaussian Splatting | 1 | 1 | Feb 20, 2026 |
|---|
| Dynamic and Semantic 3DGS Active Training | 1 | 1 | Feb 20, 2026 |
|---|
| Dynamic and semantic 3DGS | 1 | 1 | Feb 20, 2026 |
|---|
| Object Existence Prediction | 1 | 1 | Feb 20, 2026 |
|---|
| Object Shuffling Prediction | 1 | 1 | Feb 20, 2026 |
|---|
| End-to-end multilingual recognition | 1 | 2 | Feb 18, 2026 |
|---|
| Local Probability Field Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Global navigational pattern inference | 1 | 1 | Feb 18, 2026 |
|---|
| Atypia classification | 1 | 1 | Feb 20, 2026 |
|---|
| Materials Classification | 1 | 1 | Feb 20, 2026 |
|---|