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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 |
|---|---|---|---|---|
| Rotation recovery | 2 | 2 | Feb 18, 2026 | |
| Physical Audiovisual CommonSense Reasoning | 2 | 1 | Feb 18, 2026 | |
| Frame-wise Semantic Risk Detection | 2 | 1 | Feb 21, 2026 | |
| Pedestrian Localization | 2 | 2 | Jun 18, 2026 | |
| GUI Visual Grounding | 2 | 2 | Feb 18, 2026 | |
| Surgical Gesture Segmentation | 2 | 1 | Feb 18, 2026 | |
| Generalized Zero-Shot Instance Segmentation | 2 | 2 | Feb 18, 2026 | |
| Foreground-Background Segmentation | 2 | 6 | Feb 22, 2026 | |
| Generation from Types and Sizes (Gen-TS) |
| 2 |
| 1 |
| Feb 18, 2026 |
| Generation from Relationships (Gen-R) | 2 | 1 | Feb 18, 2026 |
|---|
| Vision-guided robotic alignment | 2 | 1 | Feb 21, 2026 |
|---|
| EEG-to-Image Retrieval | 2 | 2 | May 26, 2026 |
|---|
| 2D Semantic Labeling | 2 | 1 | Feb 18, 2026 |
|---|
| 3D Semantic Labeling | 2 | 1 | Feb 18, 2026 |
|---|
| 3D human trajectory estimation | 2 | 1 | Feb 18, 2026 |
|---|
| Face Identity Clustering | 2 | 1 | Feb 18, 2026 |
|---|
| Data Reconstruction Attack | 2 | 2 | May 18, 2026 |
|---|
| Brain region classification | 2 | 1 | Feb 21, 2026 |
|---|
| Multimodal Event Classification | 2 | 1 | Feb 21, 2026 |
|---|
| Standard robust explanation computation | 2 | 1 | Feb 21, 2026 |
|---|
| OVAL-optimal robust explanation generation | 2 | 1 | Feb 21, 2026 |
|---|
| Semantic Specificity Classification | 2 | 1 | Feb 18, 2026 |
|---|
| Uniform deblurring | 2 | 1 | Feb 21, 2026 |
|---|
| Zero-shot Promptable Segmentation | 2 | 1 | Feb 18, 2026 |
|---|
| CVLT Score Prediction | 2 | 1 | Feb 21, 2026 |
|---|