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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 |
|---|---|---|---|---|
| Action-driven human motion prediction | 4 | 1 | Feb 18, 2026 | |
| Facial Expression Editing | 4 | 3 | Mar 27, 2026 | |
| Hand gesture-to-gesture translation | 4 | 2 | Feb 18, 2026 | |
| Robotic Visual Planning | 4 | 1 | Mar 4, 2026 | |
| Model Classification | 4 | 2 | May 25, 2026 | |
| Document Rectification | 4 | 2 | Mar 5, 2026 | |
| Egocentric Action Anticipation | 4 | 4 | Feb 27, 2026 | |
| Object Retrieval & Goal Navigation | 4 | 1 | Mar 4, 2026 | |
| Step localization |
| 4 |
| 3 |
| Feb 27, 2026 |
| Active Recognition | 4 | 2 | May 19, 2026 |
|---|
| Black Hole Imaging | 4 | 3 | Jun 5, 2026 |
|---|
| Low-field MRI enhancement | 4 | 2 | Mar 27, 2026 |
|---|
| Unsupervised Video Segmentation | 4 | 2 | Mar 4, 2026 |
|---|
| Inverse Dynamics Modeling | 4 | 2 | Mar 6, 2026 |
|---|
| Reflection Symmetry Detection | 4 | 1 | Feb 18, 2026 |
|---|
| Video Event Prediction | 4 | 2 | Mar 17, 2026 |
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| Encoder Board Reconstruction | 4 | 1 | Mar 4, 2026 |
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| Active Object Recognition | 4 | 1 | Feb 18, 2026 |
|---|
| Image Reconstruction and Generation | 4 | 2 | Mar 10, 2026 |
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| IQA Score Regression | 4 | 1 | Mar 4, 2026 |
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| Imagination Board Reconstruction | 4 | 1 | Mar 4, 2026 |
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| Video Understanding Reasoning | 4 | 3 | Apr 16, 2026 |
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| Visual Task Adaptation | 4 | 16 | Jun 26, 2026 |
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| Promptable 3D semantic segmentation | 4 | 1 | Mar 4, 2026 |
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| Human and Scene Reconstruction | 4 | 2 | Jun 2, 2026 |
|---|