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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 |
|---|---|---|---|---|
| Cardiac MR Registration | 10 | 1 | Mar 4, 2026 | |
| Whole-body Pose Estimation | 10 | 13 | Mar 16, 2026 | |
| Action-based Video Object Segmentation | 10 | 1 | Mar 5, 2026 | |
| Super-Resolution (x4) | 10 | 9 | May 22, 2026 | |
| Single-image 3D Reconstruction | 10 | 7 | Jun 2, 2026 | |
| Character Classification | 10 | 2 | Feb 18, 2026 | |
| Text-to-image Person Re-identification | 10 | 10 | Jun 2, 2026 | |
| INR classification | 10 | 4 | Jul 3, 2026 | |
| Element Grounding |
| 10 |
| 4 |
| Feb 18, 2026 |
| SCI Restoration | 10 | 1 | Mar 10, 2026 |
|---|
| Face Anonymization | 10 | 8 | Jun 8, 2026 |
|---|
| Glacier front delineation | 10 | 2 | Feb 20, 2026 |
|---|
| Object Addition | 10 | 6 | Jun 23, 2026 |
|---|
| Probability Calibration | 10 | 4 | Mar 25, 2026 |
|---|
| Fluid motion estimation | 9 | 1 | Feb 27, 2026 |
|---|
| Long-tail Image Classification | 9 | 14 | Feb 27, 2026 |
|---|
| Object Composition | 9 | 8 | May 21, 2026 |
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| Frame prediction | 9 | 9 | Jun 18, 2026 |
|---|
| Grounding segmentation | 9 | 1 | Feb 18, 2026 |
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| Generic Event Boundary Detection | 9 | 7 | Jun 11, 2026 |
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| Document Tampering Localization | 9 | 2 | Jun 23, 2026 |
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| Reading Order Prediction | 9 | 2 | Jul 2, 2026 |
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| Traffic Sign Classification | 9 | 5 | Jun 30, 2026 |
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| Steering angle prediction | 9 | 6 | Jun 30, 2026 |
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| Heart Segmentation | 9 | 3 | May 12, 2026 |
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