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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 |
|---|---|---|---|---|
| Motion Controllers (MC) Tracking | 1 | 1 | Feb 18, 2026 | |
| Hand Tracking (HT) | 1 | 1 | Feb 18, 2026 | |
| Critical View of Safety recognition | 1 | 2 | Feb 18, 2026 | |
| Zero-Shot Object Classification | 1 | 1 | Feb 18, 2026 | |
| Full-body motion estimation (Motion Controllers) | 1 | 1 | Feb 18, 2026 | |
| 3D single-view localization | 1 | 1 | Feb 18, 2026 | |
| Text-based Video Segmentation | 1 | 1 | Feb 18, 2026 | |
| Full-body motion estimation (Hand Tracking) | 1 | 1 | Feb 18, 2026 | |
| Holistic Bias and Alignment Evaluation |
| 1 |
| 1 |
| Feb 18, 2026 |
| Cross-domain Calibration | 1 | 1 | Feb 18, 2026 |
|---|
| Root location estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Long-range tracking | 1 | 1 | Feb 18, 2026 |
|---|
| 2D image classification | 1 | 1 | Feb 18, 2026 |
|---|
| Word-level lip reading | 1 | 2 | Feb 18, 2026 |
|---|
| Image Reconstruction Similarity | 1 | 1 | Feb 27, 2026 |
|---|
| Video-to-audio captioning | 1 | 1 | Feb 18, 2026 |
|---|
| Pupil Tracking | 1 | 1 | Feb 18, 2026 |
|---|
| Analogical Image Editing | 1 | 1 | Feb 18, 2026 |
|---|
| Cardiac MR Segmentation | 1 | 2 | Jun 4, 2026 |
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| Analogical Pattern Editing | 1 | 1 | Feb 18, 2026 |
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| Sparse Depth Completion | 1 | 1 | Feb 18, 2026 |
|---|
| Longitudinal pathology change prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Malware Binary Classification | 1 | 1 | Feb 18, 2026 |
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| Image-to-Image Scene Retrieval | 1 | 1 | Feb 27, 2026 |
|---|
| Relationship-to-Relationship Scene Retrieval | 1 | 1 | Feb 27, 2026 |
|---|