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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 |
|---|---|---|---|---|
| Slide-level Pathology Prediction | 1 | 1 | Feb 21, 2026 | |
| Visual Field Prediction | 1 | 1 | Feb 21, 2026 | |
| Unsupervised character discovery | 1 | 1 | Feb 18, 2026 | |
| Object Attribute Prediction | 1 | 2 | Feb 18, 2026 | |
| Vessel Destination Estimation | 1 | 1 | Feb 21, 2026 | |
| Binary Localization Prediction | 1 | 1 | Feb 21, 2026 | |
| MRI sequence-to-sequence translation (T2 to FLAIR) | 1 | 1 | Jun 24, 2026 | |
| Predicted Occupancy Grid Estimation | 1 | 1 | Feb 21, 2026 | |
| 1 |
| 1 |
| Jun 24, 2026 |
| Object Mask Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Frame ID prediction | 1 | 1 | Feb 21, 2026 |
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| Optical Flow Classification | 1 | 1 | Feb 21, 2026 |
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| Watermark Extraction Accuracy | 1 | 1 | Jun 24, 2026 |
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| Medical Image Processing | 1 | 1 | Feb 18, 2026 |
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| Low-shot Learning with Mutual Exclusivity | 1 | 1 | Feb 18, 2026 |
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| Age Obfuscation | 1 | 1 | Feb 21, 2026 |
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| Image Category Discovery | 1 | 1 | Feb 18, 2026 |
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| Image Registration (Rigid) | 1 | 1 | Feb 18, 2026 |
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| Box-mask inpainting | 1 | 1 | Feb 21, 2026 |
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| Multi-object Category Recognition (Categ-MObj) | 1 | 1 | Feb 18, 2026 |
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| Image Inpainting (Box mask) | 1 | 1 | Feb 21, 2026 |
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| Image Registration (Deformable) | 1 | 1 | Feb 18, 2026 |
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| Multi-object Category Recognition with Support Assignment (Categ-MObj-SuppAssign) | 1 | 1 | Feb 18, 2026 |
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| Individual travel trajectory tracking | 1 | 1 | Feb 21, 2026 |
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| Ground Reaction Moment Mediolateral (GRM_ML) Estimation | 1 | 1 | Feb 21, 2026 |
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