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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 |
|---|---|---|---|---|
| Bone surface segmentation | 3 | 2 | Feb 18, 2026 | |
| Concept Classification | 3 | 2 | Mar 24, 2026 | |
| Image Compressed Sensing | 3 | 4 | May 12, 2026 | |
| Handwriting Text Recognition | 3 | 1 | Feb 18, 2026 | |
| WWbL | 3 | 1 | Feb 18, 2026 | |
| Video Trajectory Editing | 3 | 1 | Mar 4, 2026 | |
| Weakly-supervised Localization | 3 | 3 | Feb 27, 2026 | |
| Geolocation Inference | 3 | 1 | Mar 4, 2026 | |
| Trajectory Prediction and Robot Action Planning |
| 3 |
| 1 |
| Feb 18, 2026 |
| Human-Object Interaction Motion Generation | 3 | 3 | May 1, 2026 |
|---|
| Actionness estimation | 3 | 1 | Feb 18, 2026 |
|---|
| Fine-Grained Aesthetic Assessment (Pair-level) | 3 | 1 | Mar 5, 2026 |
|---|
| Single-agent trajectory prediction | 3 | 1 | Mar 4, 2026 |
|---|
| Driving Scene Prediction | 3 | 1 | Feb 18, 2026 |
|---|
| Natural Language Object Retrieval | 3 | 1 | Feb 18, 2026 |
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| Bone Marrow Morphology | 3 | 1 | Feb 18, 2026 |
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| Shape Recovery | 3 | 3 | May 14, 2026 |
|---|
| Single white blood cell classification | 3 | 1 | Feb 18, 2026 |
|---|
| Stimulus Classification | 3 | 1 | Mar 4, 2026 |
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| 3D Cloth Decomposition | 3 | 1 | Feb 18, 2026 |
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| Fracture Detection | 3 | 2 | Feb 18, 2026 |
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| Real-world Single Image Super-Resolution | 3 | 2 | May 25, 2026 |
|---|
| Dynamic 3D Sketching | 3 | 1 | Feb 18, 2026 |
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| Maneuver Anticipation | 3 | 1 | Feb 18, 2026 |
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| Multispectral Demosaicing | 3 | 1 | Mar 4, 2026 |
|---|