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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 |
|---|---|---|---|---|
| IQA Score Regression | 4 | 1 | Mar 4, 2026 | |
| Inverse Dynamics Modeling | 4 | 2 | Mar 6, 2026 | |
| Fingerspelling Recognition | 4 | 3 | Apr 10, 2026 | |
| Cross-domain prompts generalization | 4 | 1 | Feb 18, 2026 | |
| Part Detection | 4 | 1 | Feb 18, 2026 | |
| Robotic Visual Planning | 4 | 1 | Mar 4, 2026 | |
| Concept Annotation | 4 | 2 | May 15, 2026 | |
| Unsupervised Activity Segmentation | 4 | 2 | Feb 18, 2026 | |
| Low-field MRI enhancement |
| 4 |
| 2 |
| Mar 27, 2026 |
| Asymmetric classification | 4 | 1 | Feb 18, 2026 |
|---|
| Object Retrieval & Goal Navigation | 4 | 1 | Mar 4, 2026 |
|---|
| Black Hole Imaging | 4 | 3 | Jun 5, 2026 |
|---|
| Image Representation Learning | 4 | 2 | Feb 18, 2026 |
|---|
| Past keypoint extrapolation | 4 | 1 | Feb 18, 2026 |
|---|
| Text-image alignment | 4 | 4 | May 8, 2026 |
|---|
| 3D Human-Object Interaction reconstruction | 4 | 2 | Apr 23, 2026 |
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| Local Image Editing | 4 | 3 | Apr 28, 2026 |
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| Outdoor visual localization | 4 | 1 | Feb 18, 2026 |
|---|
| Cardiovascular Disease Detection | 4 | 5 | Mar 31, 2026 |
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| Proficiency estimation | 4 | 6 | Jun 17, 2026 |
|---|
| Underwater scene segmentation | 4 | 1 | Mar 4, 2026 |
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| Inpaint (box) | 4 | 6 | Jun 30, 2026 |
|---|
| Promptable 3D semantic segmentation | 4 | 1 | Mar 4, 2026 |
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| Face Retouching | 4 | 1 | Mar 4, 2026 |
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| Encoder Board Reconstruction | 4 | 1 | Mar 4, 2026 |
|---|