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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 |
|---|---|---|---|---|
| Object Pose Refinement | 1 | 1 | Feb 18, 2026 | |
| 1-way few-shot segmentation | 1 | 1 | Feb 18, 2026 | |
| Whole-body 3D Human Pose Estimation | 1 | 1 | Feb 18, 2026 | |
| Many-to-one MRI Synthesis (T1, FLAIR -> T2) | 1 | 2 | Feb 18, 2026 | |
| Subcrop-Caption Matching | 1 | 1 | Feb 18, 2026 | |
| Multi-organ segmentation on MRI | 1 | 1 | Feb 18, 2026 | |
| One-to-one MRI Synthesis (FLAIR -> T2) | 1 | 1 | Feb 18, 2026 | |
| Negative Caption Detection | 1 | 1 | Feb 18, 2026 | |
| 1 |
| 1 |
| Mar 17, 2026 |
| Scanpath Similarity Analysis | 1 | 1 | Feb 18, 2026 |
|---|
| MRI Synthesis (T1, T2 -> FLAIR) | 1 | 2 | Feb 18, 2026 |
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| Conditional Image Editing | 1 | 1 | Feb 18, 2026 |
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| Multi-contrast MRI Synthesis (T1, T2 -> PD) | 1 | 2 | Feb 18, 2026 |
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| General Slide Classification | 1 | 1 | Feb 18, 2026 |
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| Multi-cancer Classification | 1 | 1 | Feb 18, 2026 |
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| Slide-level Clinical and Molecular Marker Prediction | 1 | 1 | Feb 18, 2026 |
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| Perturbation Stability | 1 | 1 | Feb 18, 2026 |
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| 3D Motion Guidance | 1 | 1 | Feb 18, 2026 |
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| Image Re-ranking | 1 | 1 | Feb 18, 2026 |
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| Joint Hand-Object Reconstruction | 1 | 1 | Feb 18, 2026 |
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| Interpretable Image Generation | 1 | 1 | Feb 18, 2026 |
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| Track-Conditioned Video Generation | 1 | 1 | Feb 18, 2026 |
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| Lung Ultrasound Image Classification | 1 | 1 | Feb 18, 2026 |
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| Text-guided portrait animation | 1 | 1 | Feb 18, 2026 |
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| Gallbladder malignancy classification | 1 | 1 | Feb 18, 2026 |
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