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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 |
|---|---|---|---|---|
| Identifying mislabeling of Labeling Functions | 3 | 1 | Feb 18, 2026 | |
| 3D Open-vocabulary Semantic Segmentation | 3 | 3 | May 29, 2026 | |
| Compositional Multi-Image-to-Video Generation | 3 | 2 | Jun 5, 2026 | |
| Global Shutter image recovery | 3 | 1 | Feb 18, 2026 | |
| Aerial-ground vehicle localization | 3 | 1 | Feb 20, 2026 | |
| Document Parsing Quality Assessment | 3 | 1 | Feb 20, 2026 | |
| Stochastic Human Motion Prediction | 3 | 2 | Jun 8, 2026 | |
| Surgical Step Recognition |
| 3 |
| 1 |
| Mar 26, 2026 |
| Sound Source Segmentation | 3 | 2 | Mar 11, 2026 |
|---|
| Sound source separation | 3 | 1 | Feb 18, 2026 |
|---|
| Road Graph Extraction | 3 | 2 | Mar 31, 2026 |
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| Video Saliency Estimation | 3 | 1 | Feb 18, 2026 |
|---|
| Set Cover | 3 | 2 | May 29, 2026 |
|---|
| 4D Mesh Reconstruction | 3 | 3 | May 26, 2026 |
|---|
| Matrix Ensemble Discrimination | 3 | 1 | Mar 31, 2026 |
|---|
| Intake | 3 | 1 | Feb 18, 2026 |
|---|
| Blood Test Ordering (Lab) | 3 | 1 | Mar 26, 2026 |
|---|
| Web navigation and task completion | 3 | 16 | Jun 2, 2026 |
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| Value Classification | 3 | 1 | Mar 27, 2026 |
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| Video Object Tracking | 3 | 3 | Jun 24, 2026 |
|---|
| Treatment Indicators (Drug) | 3 | 1 | Mar 26, 2026 |
|---|
| Remaining Length of Stay | 3 | 1 | Mar 26, 2026 |
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| Embodied Spatial Reasoning | 3 | 3 | Jun 26, 2026 |
|---|
| Steady Electrothermal Multiphysics Simulation | 3 | 1 | Mar 26, 2026 |
|---|
| Multilingual Document Parsing | 3 | 3 | Jul 7, 2026 |
|---|